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SOC 11-3021 · O*NET 11-3021.00
Plan, direct or coordinate activities such as electronic data processing, information systems, systems analysis and computer programming: manage the department's daily operations and analyze workflow and establish priorities and develop standards and set deadlines; manage backup and security and user help systems; provide technical support to users for computer problems; review project plans to plan and coordinate project activity; assign and review the output of systems analysts and programmers and other computer-related workers; review and approve system charts and programs before implementation; evaluate data processing proposals to assess project feasibility and requirements; develop computer information resources and assess the organization's technology use and needs; consult with users and management and vendors to assess computing and system needs; develop and interpret organizational goals and policies and procedures; control operating budgets and expenditures and purchase necessary equipment; and recruit and train and supervise staff.
Model impact index for three equally weighted representative core tasks; not a measured share of working time or a job-loss probability. floor((50+50+25)/3+0.5)=42; fermatmind-ai-impact-v1; 2026-10-18.
In one sentence: this is an occupation in which "whether the direction is chosen correctly, whether resources are arranged sensibly, and whether problems can be contained" determines success more than technical detail; if you are willing to be accountable for your team's output, willing to make trade-offs without perfect information, and willing to document the process and evidence, it is worth serious consideration.
Education, on-the-job training, professional certifications, licenses and job authorization must be verified separately: O*NET lists this occupation as Job Zone Four (considerable preparation), the page's education distribution is expressed as "most positions require a four-year bachelor's degree, some do not," and the SVP range is 7.0 to 8.0; the page also lists 82 national certifications (such as Rocheston Certified Cybersecurity Engineer - Level 1, Certified Information Privacy Manager, CCNA Certification, CompTIA Cybersecurity Analyst, EC Council Certified Chief Information Security Officer, GIAC Security Expert (GSE), Certified Information Systems Risk Manager, among others), but a certification is not equal to a degree, an employer appointment, signing authority or system release authority; data security and privacy and personal information protection, classified information and export control, and industry regulation of information system continuity and audit must be confirmed item by item according to the applicable jurisdiction and organizational policy; this page describes tasks and boundaries based on O*NET and public sources, and does not present education or certifications as statutory qualifications.
The current O*NET11-3021.00 Updated2026 has 17 tasks comprising 16Core and 1Supplemental (managing backup, security and user help systems). Core item 5 is user technical support, 13 operational/progress reporting, 14 proposal feasibility, 15 budget, 16 procurement. The task pool is not carried out in full by every position; OOH states the role may manage an entire IT department or only the infrastructure, support or security area, and cannot be called the final responsible person for the whole department in all cases. Editorial output requirements are verified by specific matter and authority. Articles 3—6 and 13 of China's Personal Information Protection Law limit the scope of application, identifiable information, and the minimum necessary purpose and lawful processing conditions; not all processing is consent-only; Article 21 requires agreements and supervision for entrusted processing, Article 51 requires classification, security, reasonable operating authority and training and emergency response, and Article 59 imposes additional security and assistance obligations on entrusted parties. De-identification is not the same as anonymization under Article 73, and masking does not automatically grant upload or sharing authority. This applies to processing activities in China, not uniform approval by IT managers worldwide or a single rule for all business data; specific classified, export, procurement and audit matters are verified separately.
Career direction comparison
The table below compares the positions and occupations adjacent to this occupation: project management specialists, management analysts, computer systems analysts, information security analysts, computer network support specialists and database administrators. The four columns each answer the same kind of question: what the direction does, where the key difference from this occupation lies, and what kind of person is better suited to choosing it.
| Career direction | Core work and output | Key differences | Best-fit choice |
|---|---|---|---|
| Project management specialists | Mainly project charter, schedule, risk and acceptance records. | Project management specialists manage the scope, schedule, cost and delivery of a single project and usually do not own department people and budget; this occupation is accountable for the people, budget and operating results of the information technology department. | People willing to drive progress and deliver results on a project rhythm suit that direction; people willing to be accountable over the long term for department people and budget and system operations suit this occupation. |
AI impact on this career
Editor's trial candidates: use fictitious or approved requirements, logs, code and budget materials to assist with summaries, plans, scripts or report drafts; check the originals, environment, tests, omissions and total review time. This round has no research on generative AI reliability, adoption rates, efficiency gains or job-loss causation for this occupation, so no claim is made that it is complete, more reliable or has significantly changed. AI Impact Score 42% is an editorial estimate. Model impact index for three equally weighted representative core tasks; not a measured share of working time or a job-loss probability. floor((50+50+25)/3+0.5)=42; fermatmind-ai-impact-v1; 2026-10-18.The three tasks, ratings and sources are listed in the FermatMind method source record on this page.
FermatMind AI Impact Score estimation method v1
FermatMind / 费马测试 · 2026-10-18
Chinese mainland salary reference
NBS2025 (published 2026-05-15): in enterprises above the designated size, middle-level and above managers 210,016, professional and technical personnel 155,491, and all employed persons 106,080 yuan/person/year, which is cross-occupation pre-tax annual average wage background. The management category requires a leadership position and decision-making management authority at the unit or first-level department, and the technical category follows actual technical duties; the title of manager cannot be used to map all front-line supervisors or all units. Insufficient evidence: this round did not establish a precise Chinese occupational and national occupational wage mapping, which does not mean the official statistics lack such a category. Although the original leasing and business services figures 110162/68919 are real industry averages, they cannot represent IT management positions across industries; this round instead uses broad background from explicit duty categories, which still does not substitute for the occupational median, starting pay or monthly pay.
Articles 3—6 and 13 of China's Personal Information Protection Law limit the scope of application, identifiable information, and the minimum necessary purpose and lawful processing conditions; not all processing is consent-only; Article 21 requires agreements and supervision for entrusted processing, Article 51 requires classification, security, reasonable operating authority and training and emergency response, and Article 59 imposes additional security and assistance obligations on entrusted parties. De-identification is not the same as anonymization under Article 73, and masking does not automatically grant upload or sharing authority. This applies to processing activities in China, not uniform approval by IT managers worldwide or a single rule for all business data; specific classified, export, procurement and audit matters are verified separately.
U.S. salary reference (BLS 2025 wage data)
OEWS2025 U.S. national 11-3021 annual wages at the 10/25/50/75/90 percentiles are 107,550/138,060/175,140/220,730/297,510 USD, with hourly wages 51.71/66.38/84.20/106.12/143.03 USD. The median is not a mean, starting pay or an individual offer; these are full-time and part-time employed wages, excluding the self-employed and unincorporated owner-partners, while salaried executives of incorporated companies may be covered. BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect.
| Wage statistical position | Annual wage reference | Conversion boundaries | How to understand this position |
|---|---|---|---|
| The 10th percentile | 107,550 USD/year (10th percentile; hourly 51.71 USD) | Statistical percentiles, not personal monthly income or an offer | This row is a reference point at the lower end of the distribution: 10% of employed workers earn no more than 107,550 USD per year; it describes a statistical position, is not starting pay on entry, and does not correspond to a particular experience level. |
Career fit guide
Direct answer: the signals that best match this occupation's tasks are "willingness to be accountable for others' output and system availability" and "ability to make trade-offs with incomplete information and document them"; the interest code is CEI, but the code only describes occupational-level interest characteristics and does not determine whether an individual is suited.
You may be better suited to： People willing to be accountable for team output and system availability, able to make trade-offs with incomplete information, and willing to record requirements and decisions and changes and incidents for review.
These situations call for caution： People unwilling to take responsibility for others' results, who tend to conceal problems with temporary fixes and backfilled paperwork, or who do not take data security and access and compliance requirements seriously enough.
Do an entry exercise once： Use the fictitious materials in the "Entry, qualifications and career development" section of this page to complete one pass from requirements and scope to solution and plan to go-live and acceptance, then judge whether you are willing to repeat it.
Work pressure, risks and occupational boundaries
Direct answer: the risks this occupation most needs to judge in advance come from three places — business and user losses caused by system outages and security incidents, delays and rework and broken commitments caused by loss of control over projects and delivery, and cost and audit risk caused by budget and vendor and compliance mistakes; gaps in people and access and handover, and skills depreciation under technology turnover, will amplify these three types of risk.
The current O*NET11-3021.00 Updated2026 has 17 tasks comprising 16Core and 1Supplemental (managing backup, security and user help systems). Core item 5 is user technical support, 13 operational/progress reporting, 14 proposal feasibility, 15 budget, 16 procurement. The task pool is not carried out in full by every position; OOH states the role may manage an entire IT department or only the infrastructure, support or security area, and cannot be called the final responsible person for the whole department in all cases. OEWS2025 U.S. national 11-3021 annual wages at the 10/25/50/75/90 percentiles are 107,550/138,060/175,140/220,730/297,510 USD, with hourly wages 51.71/66.38/84.20/106.12/143.03 USD. The median is not a mean, starting pay or an individual offer; these are full-time and part-time employed wages, excluding the self-employed and unincorporated owner-partners, while salaried executives of incorporated companies may be covered. BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect. Articles 3—6 and 13 of China's Personal Information Protection Law limit the scope of application, identifiable information, and the minimum necessary purpose and lawful processing conditions; not all processing is consent-only; Article 21 requires agreements and supervision for entrusted processing, Article 51 requires classification, security, reasonable operating authority and training and emergency response, and Article 59 imposes additional security and assistance obligations on entrusted parties. De-identification is not the same as anonymization under Article 73, and masking does not automatically grant upload or sharing authority. This applies to processing activities in China, not uniform approval by IT managers worldwide or a single rule for all business data; specific classified, export, procurement and audit matters are verified separately.
Entry, qualifications and career development
Current O*NET JobZone4 and SVP7.0 to less than 8.0 are the preparation level, not an education survey for this occupation. The actual Education responses are 48% bachelor's, 26% some college no degree, 14% master's (the three shown do not equal all responses). Typical BLS entry is a bachelor's degree, 5 years or more of related work experience, no on-the-job training; OOH states the degree may be in computer/IT or a related engineering technology, some employers require or prefer a graduate degree, the type and length of experience vary by position, and certification is usually optional with some employers preferring it. It is not a common five-year or certification threshold for every position. The three directions and four capability stages are an editorial path, not a uniform promotion sequence.
Career outlook and moving to related occupations
BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect. The current O*NET industry employment composition is professional, scientific and technical services 30%, finance and insurance 13%, information 13%, management of companies and enterprises 10%, other 34%; this is employment structure, not wages. The OOH detailed systems design 19% and the broad industry professional 30% are explained separately and are not spliced. NBS2025 (published 2026-05-15): in enterprises above the designated size, middle-level and above managers 210,016, professional and technical personnel 155,491, and all employed persons 106,080 yuan/person/year, which is cross-occupation pre-tax annual average wage background. The management category requires a leadership position and decision-making management authority at the unit or first-level department, and the technical category follows actual technical duties; the title of manager cannot be used to map all front-line supervisors or all units. Insufficient evidence: this round did not establish a precise Chinese occupational and national occupational wage mapping, which does not mean the official statistics lack such a category. Although the original leasing and business services figures 110162/68919 are real industry averages, they cannot represent IT management positions across industries; this round instead uses broad background from explicit duty categories, which still does not substitute for the occupational median, starting pay or monthly pay.
Daily work is mainly operations and user support, projects and system delivery, and strategy and budget and people: manage the department's daily operations and analyze workflow and establish priorities and develop standards and set deadlines; manage backup and security and user help systems and handle incidents; review project plans and assign and review the output of systems analysts and programmers and computer-related workers; review and approve system charts and programs before implementation and assess proposal feasibility; develop computer information resources and assess the organization's technology use and needs; consult with users and managers and vendors; develop and interpret organizational goals and policies and procedures; control operating budgets and expenditures and purchase equipment; and recruit and train and supervise staff. The page's work context shows 100% use email every day, 63% have face-to-face discussions every day, 78% consider work with a work group or team extremely important, and 54% have a great deal of decision freedom.
Choose a real task from this page for a small practice project or a conversation with someone in the field. Use the planning guides to set a date, an output and feedback questions before deciding whether to continue.
Conditions for pausing before heavy investment: you have not yet completed one full loop of "requirements and scope confirmation — solution and resource plan — implementation and change control — go-live and acceptance — operations monitoring and review," and you have not verified your organization's mandatory requirements for data security, privacy and personal information, vendor and outsourcing contracts, and information systems audit and continuity. This occupation's preparation level is Job Zone Four (considerable preparation), the page's education distribution is expressed as "most positions require a four-year bachelor's degree, some do not," and the SVP range is 7.0 to 8.0; the occupation page marks this code as Bright Outlook, but this page does not infer individual hiring probability from that.
One-sentence verdict: Computer and Information Systems Managers are not "writing systems themselves"; they plan, direct or coordinate activities such as electronic data processing, information systems, systems analysis and computer programming. O*NET defines the occupation as "plan, direct, or coordinate activities in such fields as electronic data processing, information systems, systems analysis, and computer programming," and its tasks rank "manage the daily operations of a department, analyzing workflow, establishing priorities, developing standards and setting deadlines" and "meet with department heads, managers, supervisors, vendors, and others to solicit cooperation and resolve problems" as the top two, while the Supplemental task "manage backup, security and user help systems" has higher importance (80); this page follows the exact occupational scope of O*NET-SOC 11-3021.00.
Signals for exploring further: you are willing to treat both "translating business needs into deliverable technical solutions" and "being accountable for the quality of others' output" as your own business, and you can accept being measured by others' results. O*NET work context shows 100% use email every day, 83% have a great deal of freedom to determine tasks and priorities, 78% consider work with a work group or team extremely important (19% very important), 63% have face-to-face discussions every day (37% more than once a week), 58% have sustained contact with others (42% most of the time), 64% consider coordinating or leading others extremely important (29% very important), 70% have very high responsibility for the work results of other employees (20% high responsibility), 54% have a great deal of decision freedom (37% some freedom), 46% consider their decisions very important to colleagues or company results (44% important), 65% work more than 40 hours per week (33% at 40 hours), 59% sit continuously or almost continuously (40% more than half the time), 66% work indoors in a controlled environment every day, 38% consider the consequences of error extremely serious, 37% consider competition highly intense (22% moderate, 14% slight), 96% never come into contact with disease or infection, and 100% never come into contact with whole body vibration.
The work of Computer and Information Systems Managers can be divided into three connected but distinct work areas. The first is IT operations and infrastructure: manage the daily operations of a department, analyzing workflow, establishing priorities, developing standards and setting deadlines; manage backup, security and user help systems; provide technical support to users for computer problems; and control operational budgets and expenditures and purchase necessary equipment. The second is project and system delivery: review project plans to plan and coordinate project activity; assign and review the work of systems analysts, programmers and other computer-related workers; review and approve system charts and programs before implementation; and evaluate data processing proposals to assess project feasibility and requirements. The third is strategy, budget and people: develop computer information resources covering data security and control, strategic computing and disaster recovery; develop and interpret organizational goals, policies and procedures; assess the organization's technology use and needs and recommend improvements such as hardware and software upgrades; recruit, hire, train and supervise staff or participate in staffing decisions; consult with users, management, vendors and technicians to assess computing and system needs; keep up with advances in technology; and prepare and review operational reports or project progress reports.
Plan, direct or coordinate activities such as electronic data processing, information systems, systems analysis and computer programming
Main counterparts among the eight neighboring occupations: coordination and management of project personnel, schedule, procurement and budget; consulting on organizational research, workflow work measurement and process improvement design and implementation; solving complex scientific, engineering and business data problems, systems integration and improvement of existing systems; planning, implementing and maintaining security measures and vulnerability assessment, attack protection and recovery measures; testing, troubleshooting and maintaining existing networks and servers, security and permission configuration and performance analysis; database management, testing and implementation, security, performance, capacity and change coordination, possibly planning installation and upgrades; designing and implementing communications networks, capacity modeling and technical research and recommendations on equipment and software; IT project planning and initiation management, technical staff supervision, phase coordination and technical and business communication. Tasks may overlap, and the name of a position does not rule out management and analysis delivery, systems analysis and budgeting, network support and design, or cross-system database responsibility.
Core items 1 and 5 and the only Supplemental item; editorial grouping, not a common task for all positions.
Core items 3, 4 and 13; editorial grouping, not a common task for all positions.
Core items 12 and 14; editorial grouping, not a common task for all positions.
Core items 6, 8 and 11; editorial grouping, not a common task for all positions.
Core items 10, 9 and 2; editorial grouping, not a common task for all positions.
Core items 7, 15 and 16; editorial grouping, not a common task for all positions.
Six recurring occupational judgments: whether business requirements and scope are confirmed to an acceptable level; whether the solution and resource plan is justified and executable; whether assignment and review leave traceable records; whether go-live and changes are controlled with a rollback plan; whether data security and access and personal information processing are carried out as required; and whether budget and vendor and contracts are approved and documented under organizational policy.
Check one: are business requirements and scope confirmed to an acceptable level
Check two: is the solution and resource plan justified and executable
| Management analysts | Mainly analysis reports and recommendations and process documents. | Management analysts mainly work on process and data analysis and improvement recommendations and do not carry responsibility for system go-live and operations; this occupation must actually organize resources to deliver solutions and keep them running. | People willing to do process diagnosis and data analysis and give recommendations suit that direction; people willing to be accountable for delivery and operating results suit this occupation. |
|---|
| Computer systems analysts | Mainly requirements and solutions and implementation coordination records. | Computer systems analysts translate business requirements into system solutions and coordinate implementation; on top of that, this occupation is also accountable for department resources, vendors and operating results. | People willing to do requirements analysis and solution design suit that direction; people willing to coordinate resources and take on management responsibility suit this occupation. |
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| Information security analysts | Mainly security alerts and incident and hardening records. | Information security analysts' main responsibility is security monitoring, incident analysis and hardening recommendations; this occupation treats security as one component of systems and operations and is accountable for the department's overall results. | People willing to specialize in security monitoring and incident response suit that direction; people willing to coordinate multiple domains and make trade-offs suit this occupation. |
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| Computer network support specialists | Mainly tickets and troubleshooting and configuration records. | Computer network support specialists mainly deploy, troubleshoot and support networks and endpoints and are not responsible for solution decisions and budget; this occupation decides where to invest and is accountable for service results. | People willing to do front-line troubleshooting and user support suit that direction; people willing to make cost and solution trade-offs suit this occupation. |
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| Database administrators | Mainly database operations and backup and recovery and performance records. | Database administrators mainly handle database operations, performance, backup and recovery; this occupation is responsible for cross-system resources and project and staff arrangements. | People willing to go deep into database operations and performance optimization suit that direction; people willing to coordinate across systems suit this occupation. |
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The six directions share some capabilities with this occupation: understanding business and technology, breaking down problems, communicating with multiple parties, and recording process and results. The real difference lies in the scope of responsibility: this occupation is accountable for the department's people, budget, projects and operating results; the project management direction is accountable only for a single project; the management analysis direction is accountable only for recommendations; the systems analysis direction is accountable for translating solutions; and the security and network support and database directions are accountable for one technical domain. When choosing, it is advisable to first validate with one deliverable exercise in "requirements and scope statement — solution and resource plan — go-live and acceptance arrangement," rather than comparing titles first.
Moving from this occupation to an adjacent direction usually requires filling in new competencies and evidence: the project management direction requires practical experience with project charters and schedule and risk and acceptance; the management analysis direction requires experience in process diagnosis and data analysis and implementing recommendations; the systems analysis direction requires requirements engineering and solution design and implementation coordination experience; the information security direction requires practical experience and corresponding authorization in security monitoring and incident response and hardening; the network support direction requires hands-on experience with networks and endpoints and user support; the database direction requires database operations and performance and backup and recovery experience. Business and technology understanding can transfer, but the responsibility boundaries and authorization of each direction must be rebuilt.
Editorial ratings use the existing occupational responsibilities and AI task analysis on this page. They are not adoption rates, measured effects, job-disappearance or personal-unemployment probabilities, or official scores from Stanford or another external institution. No measured time weights or future robot deployment are assumed.
Editor's trial candidates: use fictitious or approved requirements, logs, code and budget materials to assist with summaries, plans, scripts or report drafts; check the originals, environment, tests, omissions and total review time. This round has no research on generative AI reliability, adoption rates, efficiency gains or job-loss causation for this occupation, so no claim is made that it is complete, more reliable or has significantly changed.
Editor's trial candidates: use fictitious or approved requirements, logs, code and budget materials to assist with summaries, plans, scripts or report drafts; check the originals, environment, tests, omissions and total review time. This round has no research on generative AI reliability, adoption rates, efficiency gains or job-loss causation for this occupation, so no claim is made that it is complete, more reliable or has significantly changed.
BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect.
| Work area | Task | Current change | Human control point |
|---|---|---|---|
| Operations and user support | Manage the department's daily operations and analyze workflow and establish priorities and develop standards and set deadlines | Log and ticket classification and knowledge base drafts can be assisted; the judgment of service levels and priorities and escalation remains with people | Confirm that the requirements and scope and acceptance conditions and priorities and authorization boundary are written down. |
| Operations and user support | Manage backup and security and user help systems and provide technical support to users | Operations scripts and troubleshooting suggestions can be assisted; judgments about system availability and security handling remain with people | Confirm that service levels and incident impact and escalation paths are specified. |
| Projects and system delivery | Review project plans and assign and review the output of systems analysts and programmers and computer-related workers | Plan and progress and risk and defect summaries can be assisted; scope and priorities and resource allocation remain with people | Confirm that the solution trade-offs and resources and schedule commitments and acceptance conditions are specified. |
| Projects and system delivery | Review and approve system charts and programs before implementation and control changes | Design and code review materials can be assisted; approval and change decisions remain with people | Confirm that the review standards for system charts and programs and the change control process are written down. |
| Strategy and budget and people | Assess the organization's technology use and needs and recommend improvements and develop computer information resources | Current-state inventory and technology comparison materials can be assisted; investment direction and risk trade-offs remain with people | Confirm that the technology direction and improvement recommendations and investment priorities are written down and authorized. |
| Strategy and budget and people | Control operating budgets and expenditures and participate in staffing decisions and purchase necessary equipment | Budget and price comparison and personnel material organization can be assisted; budget and staffing commitments remain with people | Confirm that the authorization for budget and staffing decisions and contract commitments and compliance judgments is specified. |
| Strategy and budget and people | Manage data security and access and vendors and service levels under organizational policy and keep reviewable records | Checklist and log and drill material organization can be assisted; compliance and audit conclusions remain with people | Confirm that the responsibility boundaries for data security and access and continuity and vendor and audit requirements are written down. |
The five evidence cards each explain the source, the research object, the conclusion and the limits of use. They answer "what evidence exists," not "will this occupation be replaced."
The three directions come from the task pool; the AI uses are editorial trial candidates and are not evidence that they are already adopted or have changed the scope of responsibility.
AI primarily changesOperations and troubleshooting logs and scripts and ticket classification and knowledge base drafts, and summaries of service volumes and sessions and failure patterns.
Human responsibility remainsJudge service levels and priorities and downtime impact, be accountable for system availability and user support results, and decide when to escalate to a major incident.
AI primarily changesRequirements documents and design drafts and code scaffolding and test case drafts, and organization and summaries of progress and risk and defects.
Human responsibility remainsJudge whether the scope and acceptance conditions hold, whether the solution trade-offs are reasonable, and whether changes are controlled, and be accountable for delivery results and go-live decisions.
AI primarily changesBudget estimates and vendor price comparison materials and policy texts and reporting material drafts, and organization of personnel and training and performance materials.
Human responsibility remainsConfirm that budget and staffing decisions and contract commitments and security and compliance judgments are approved under organizational policy, and be accountable for department results and external commitments.
The five steps below are the editorial process presented on this page, used to explain "who is responsible at which step"; they are not a mandatory process specified by the sources, and do not replace the organization's own data and security and audit and procurement policy.
Clarify the business requirements and scope and acceptance conditions and priorities, and your own and the team's authorization boundary and escalation path for data and access and budget and contracts.
Editor's trial candidates: use fictitious or approved requirements, logs, code and budget materials to assist with summaries, plans, scripts or report drafts; check the originals, environment, tests, omissions and total review time. This round has no research on generative AI reliability, adoption rates, efficiency gains or job-loss causation for this occupation, so no claim is made that it is complete, more reliable or has significantly changed.
Review by yourself together with the responsible parties: whether the requirements and acceptance hold, whether the solution and resource plan is executable, whether change and go-live are controlled, and whether security and access and compliance and contract clauses are satisfied.
Document requirements and decisions and changes and acceptance and incidents and escalation; manage access and data and externally provided materials according to the minimum necessary and authorization requirements.
Tool output does not remove existing management and compliance obligations; the responsibilities of managers, the organization and tool suppliers are verified separately by actual matter, and tool suppliers are not said to bear no responsibility at all. Articles 3—6 and 13 of China's Personal Information Protection Law limit the scope of application, identifiable information, and the minimum necessary purpose and lawful processing conditions; not all processing is consent-only; Article 21 requires agreements and supervision for entrusted processing, Article 51 requires classification, security, reasonable operating authority and training and emergency response, and Article 59 imposes additional security and assistance obligations on entrusted parties. De-identification is not the same as anonymization under Article 73, and masking does not automatically grant upload or sharing authority. This applies to processing activities in China, not uniform approval by IT managers worldwide or a single rule for all business data; specific classified, export, procurement and audit matters are verified separately.
Automatically generated solution descriptions or code or data summaries may contain errors or inconsistencies; adopting them directly without verifying the system and actual data leads to delivery and operational risk.
Control: Rely only on the actual system and raw data and runnable code; for uncertain points, first go back to the original records and system state and retain the verification process and conclusion.
Distinguish public business information, personal information, trade secrets and restricted security configurations, and verify by the real attributes of the information and its purpose; do not subject all business data to the same privacy rule. Articles 3—6 and 13 of China's Personal Information Protection Law limit the scope of application, identifiable information, and the minimum necessary purpose and lawful processing conditions; not all processing is consent-only; Article 21 requires agreements and supervision for entrusted processing, Article 51 requires classification, security, reasonable operating authority and training and emergency response, and Article 59 imposes additional security and assistance obligations on entrusted parties. De-identification is not the same as anonymization under Article 73, and masking does not automatically grant upload or sharing authority. This applies to processing activities in China, not uniform approval by IT managers worldwide or a single rule for all business data; specific classified, export, procurement and audit matters are verified separately.
Control: First verify the purpose, the processing basis, the tools and the authority, then de-identify as required; de-identification does not automatically authorize external upload or sharing.
Putting tool-generated configurations or scripts or reports directly into production or into official reporting conceals environment differences and verification gaps, and when problems occur it cannot be traced which version produced them.
Control: Fix change and pre-go-live verification as human preconditions, use tools only for organizing and drafting, and keep version and operation records.
Making external commitments directly from automatically aggregated progress or metrics may conceal inconsistent definitions and missing data and dependency risk.
Control: State the data definitions and statistical period and responsible person clearly, annotate the applicable scope of the conclusions and retain the original records, and have external commitments confirmed by an authorized person.
When the process is split into "the tool produces a conclusion, a person clicks confirm," a gap easily arises in which no one is accountable for delivery and operations and compliance outcomes.
Control: Specify the executor, reviewer and approver of each step in the process, and make the records able to answer "who made this judgment and on what basis."
First practice real computer and information systems work until you can deliver independently: understand how a real business system goes through requirements — design — implementation — go-live — operations; then learn to use generative tools to assist with documents and code and data and reports; do not treat tool output directly as a solution or conclusion, and do not skip verification against the system and data.
Use tools for requirements organization and design drafts and code scaffolding and operations scripts and report organization, but keep scope confirmation, solution trade-offs, change approval and go-live decisions with yourself and authorized staff, and be accountable for delivery quality and operating results.
Editor's trial candidates: use fictitious or approved requirements, logs, code and budget materials to assist with summaries, plans, scripts or report drafts; check the originals, environment, tests, omissions and total review time. This round has no research on generative AI reliability, adoption rates, efficiency gains or job-loss causation for this occupation, so no claim is made that it is complete, more reliable or has significantly changed.
Editor's trial candidates: use fictitious or approved requirements, logs, code and budget materials to assist with summaries, plans, scripts or report drafts; check the originals, environment, tests, omissions and total review time. This round has no research on generative AI reliability, adoption rates, efficiency gains or job-loss causation for this occupation, so no claim is made that it is complete, more reliable or has significantly changed.
It cannot be inferred that way. The core tasks of this occupation include scope and priority judgments, resource and budget arrangements, change and go-live decisions, and accountability for department results and external commitments; these steps rely on organizational authorization and management experience, and tools do not carry that responsibility.
Source: O*NET 11-3021.00 tasks and work activities; ILO exposure indexOriginal source ↗
Current O*NET JobZone4 and SVP7.0 to less than 8.0 are the preparation level, not an education survey for this occupation. The actual Education responses are 48% bachelor's, 26% some college no degree, 14% master's (the three shown do not equal all responses). Typical BLS entry is a bachelor's degree, 5 years or more of related work experience, no on-the-job training; OOH states the degree may be in computer/IT or a related engineering technology, some employers require or prefer a graduate degree, the type and length of experience vary by position, and certification is usually optional with some employers preferring it. It is not a common five-year or certification threshold for every position. The current HotTechnology list gives 59 U.S. 2025 hiring software keywords, with visible shares Azure9%, AWS8%, SQL/Office/Python/Excel each 4%, PowerPoint/SAP each 3%, JIRA/Tableau each 2%; the first 2 are marked InDemand, and the rest include under 1% or Not available. Currently visible shares are not retained to two decimal places; hiring mention rates are not adoption rates, proficiency, AI usage or management ability. Coding and technical depth are verified by specific position, and it cannot be said that production code is uniformly unnecessary or that opportunities are truly decided by a few items.
Source: O*NET 11-3021.00 tasks and work activities; O*NET technology list 11-3021.00Original source ↗
Editor's trial candidates: use fictitious or approved requirements, logs, code and budget materials to assist with summaries, plans, scripts or report drafts; check the originals, environment, tests, omissions and total review time. This round has no research on generative AI reliability, adoption rates, efficiency gains or job-loss causation for this occupation, so no claim is made that it is complete, more reliable or has significantly changed.
Source: O*NET 11-3021.00 tasks and work activities; ILO exposure indexOriginal source ↗
BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect.
Source: O*NET national employment trends page (11-3021.00, BLS 2025—2035 projection)Original source ↗
Tool output does not remove existing management and compliance obligations; the responsibilities of managers, the organization and tool suppliers are verified separately by actual matter, and tool suppliers are not said to bear no responsibility at all. Articles 3—6 and 13 of China's Personal Information Protection Law limit the scope of application, identifiable information, and the minimum necessary purpose and lawful processing conditions; not all processing is consent-only; Article 21 requires agreements and supervision for entrusted processing, Article 51 requires classification, security, reasonable operating authority and training and emergency response, and Article 59 imposes additional security and assistance obligations on entrusted parties. De-identification is not the same as anonymization under Article 73, and masking does not automatically grant upload or sharing authority. This applies to processing activities in China, not uniform approval by IT managers worldwide or a single rule for all business data; specific classified, export, procurement and audit matters are verified separately.
Source: O*NET 11-3021.00 tasks and work activities; organizational data and security and audit requirementsOriginal source ↗
This round obtained no reliable evidence on a disappearance year for this occupation, so no date is provided.
Source: Editor's note for this pageOriginal source ↗
Suggested priority order: first build solid skills in business understanding, systems and data foundations, project management and communication and written expression, then learn to use generative tools as aids; at the same time limit the use of generative AI to drafts of documents and code scaffolding and data and reports, and do not use it to replace scope and priority judgments, change and go-live decisions, or budget and staffing commitments.
Source: O*NET technology list 11-3021.00 (technology keywords); NIST AI RMF 1.0Original source ↗
Editor's trial candidates: use fictitious or approved requirements, logs, code and budget materials to assist with summaries, plans, scripts or report drafts; check the originals, environment, tests, omissions and total review time. This round has no research on generative AI reliability, adoption rates, efficiency gains or job-loss causation for this occupation, so no claim is made that it is complete, more reliable or has significantly changed.
210,016 yuan/person/year (cross-occupation pre-tax annual average background, not this occupation's median or monthly pay)
155,491 yuan/person/year (cross-occupation pre-tax annual average background, not the starting pay or monthly pay for IT managers)
Insufficient evidence: this round did not establish a national precise occupational wage mapping. The all-worker figure of 106,080 yuan/person/year is only very broad background, and the original leasing and business services industry average is not used to infer IT manager wages.
NBS2025 (published 2026-05-15): in enterprises above the designated size, middle-level and above managers 210,016, professional and technical personnel 155,491, and all employed persons 106,080 yuan/person/year, which is cross-occupation pre-tax annual average wage background. The management category requires a leadership position and decision-making management authority at the unit or first-level department, and the technical category follows actual technical duties; the title of manager cannot be used to map all front-line supervisors or all units. Insufficient evidence: this round did not establish a precise Chinese occupational and national occupational wage mapping, which does not mean the official statistics lack such a category. Although the original leasing and business services figures 110162/68919 are real industry averages, they cannot represent IT management positions across industries; this round instead uses broad background from explicit duty categories, which still does not substitute for the occupational median, starting pay or monthly pay.
| Educational background | Position direction | Notes and verification suggestions |
|---|---|---|
| A bachelor's degree in computing or information systems or a related field | Information technology and digital departments of various employers, and IT services and systems integration companies | Editor's position verification: degree and experience follow the actual posting and duties, and this round has no representative recruitment sample supporting a common threshold for all positions in China. |
| Practical records of projects and delivery and operations | Information technology operations and user support direction, project and system delivery management direction | Editorial capability observation: delivery, operations and collaboration records, verified against the target duties, and not claimed to be more valued in every direction. |
| Training or certification related to project management and information security and data governance | Information technology strategy and governance direction, information security and compliance management direction | The use of training and certification and employer recognition are verified item by item and are not uniformly required for all positions. |
| Data security and personal information protection and classified information and audit requirements | Data governance and security and audit support direction, vendor and outsourcing management direction | Articles 3—6 and 13 of China's Personal Information Protection Law limit the scope of application, identifiable information, and the minimum necessary purpose and lawful processing conditions; not all processing is consent-only; Article 21 requires agreements and supervision for entrusted processing, Article 51 requires classification, security, reasonable operating authority and training and emergency response, and Article 59 imposes additional security and assistance obligations on entrusted parties. De-identification is not the same as anonymization under Article 73, and masking does not automatically grant upload or sharing authority. This applies to processing activities in China, not uniform approval by IT managers worldwide or a single rule for all business data; specific classified, export, procurement and audit matters are verified separately. |
NBS2025 (published 2026-05-15): in enterprises above the designated size, middle-level and above managers 210,016, professional and technical personnel 155,491, and all employed persons 106,080 yuan/person/year, which is cross-occupation pre-tax annual average wage background. The management category requires a leadership position and decision-making management authority at the unit or first-level department, and the technical category follows actual technical duties; the title of manager cannot be used to map all front-line supervisors or all units. Insufficient evidence: this round did not establish a precise Chinese occupational and national occupational wage mapping, which does not mean the official statistics lack such a category. Although the original leasing and business services figures 110162/68919 are real industry averages, they cannot represent IT management positions across industries; this round instead uses broad background from explicit duty categories, which still does not substitute for the occupational median, starting pay or monthly pay.
Editorial summary: mainly supporting the construction and operation of the unit's business systems and data governance, usually scheduled according to annual plans and budget cycles.
Editorial summary: mainly external delivery projects and products and operations services, delivered according to contract and project rhythm.
Editorial summary: mainly continuity assurance and security and compliance and audit support, carried out according to regulatory and internal control requirements.
Tool trials do not fill the precise Chinese wage mapping, and this round has no evidence of a tool effect on wages or statistical classification.
| The 50th percentile | 175,140 USD/year (2025 national median) | Statistical percentiles, not personal monthly income or an offer | 175,140 USD/year (median); a percentile is a statistical position, not personal income. |
|---|
| The 90th percentile | 297,510 USD/year (90th percentile; hourly 143.03 USD) | Statistical percentiles, not personal monthly income or an offer | This row is a reference point at the upper end of the distribution: 10% of employed workers earn at least 297,510 USD per year; it describes a statistical position, does not represent the maximum wage, and does not represent the pay level of a particular grade or organization. |
|---|
Pay · 10th percentile：107,550 USD/year (10th percentile; hourly 51.71 USD)；This figure is the BLS 2025 wage data displayed on the O*NET page； the 10th percentile means 10% of employed workers earn no more than this value per year, which describes a position in the distribution, is not starting pay on entry, and does not correspond to a particular experience level.；O*NET national wage and employment trends page (11-3021.00)
Pay · 25th percentile：138,060 USD/year (25th percentile; hourly 66.38 USD)；OEWS2025 U.S. national 11-3021 annual wages at the 10/25/50/75/90 percentiles are 107,550/138,060/175,140/220,730/297,510 USD, with hourly wages 51.71/66.38/84.20/106.12/143.03 USD. The median is not a mean, starting pay or an individual offer； these are full-time and part-time employed wages, excluding the self-employed and unincorporated owner-partners, while salaried executives of incorporated companies may be covered.
Pay · median：175,140 USD/year (median; hourly 84.20 USD)；OEWS2025 U.S. national 11-3021 annual wages at the 10/25/50/75/90 percentiles are 107,550/138,060/175,140/220,730/297,510 USD, with hourly wages 51.71/66.38/84.20/106.12/143.03 USD. The median is not a mean, starting pay or an individual offer； these are full-time and part-time employed wages, excluding the self-employed and unincorporated owner-partners, while salaried executives of incorporated companies may be covered.
Pay · 75th percentile：220,730 USD/year (75th percentile; hourly 106.12 USD)；The 75th percentile together with the 25th percentile is used to understand the dispersion of the distribution； it does not represent a definition of supervisory or senior positions, nor the pay structure of a particular organization.；O*NET national wage and employment trends page (11-3021.00)
Pay · 90th percentile：297,510 USD/year (90th percentile; hourly 143.03 USD)；The 90th percentile describes the upper end of the distribution； figures across regions and periods are not directly comparable, and when querying state and metropolitan area wages the region and period and units must be retained together.；O*NET national wage and employment trends page (11-3021.00)
No. The median describes the midpoint of the occupational distribution, and no percentile is starting pay on entry; entry pay also depends on region and industry and organization size and education and scope of duties.
No. The hourly and annual wages are different presentations of the same statistical distribution; without individual hours and employment arrangements, the annual median cannot be used to derive personal monthly income or after-tax earnings, nor to convert an individual offer across markets.
This figure comes from the BLS 2025 wage data displayed on the O*NET page (national scope); a percentile is a statistical position and does not represent an individual ability level or the pay structure of a particular organization.
Compare by actual industry, region, duties and pay composition; this page has no separate effect size for each factor or personal income prediction.
| Industry | 2025 median annual wage for this occupation in that industry | How to understand this value |
|---|---|---|
| Information | 200,510 USD/year (2025 industry median for this occupation) | This is not the average of all information workers or the 13% employment share. |
| Finance and insurance | 182,510 USD/year (2025 industry median for this occupation) | The industry median for this occupation, not the average of all finance workers or an individual offer. |
| Computer systems design and related services | 179,510 USD/year (2025 industry median for this occupation) | The median for this occupation in that detailed industry, not the 30% broad industry employment share. |
| Manufacturing | 178,110 USD/year (2025 industry median for this occupation) | Not the wage of all manufacturing workers; this round has no regional, form or level breakdown. |
National wages and industry wages for this occupation are explained separately; regional, form and level breakdowns were not obtained this round, and no personal income is inferred.
65% work more than 40 hours a week, 43% face deadlines weekly but not daily, 47% face conflict weekly but not daily, and 45% make impactful decisions every day; these are respondent distributions, and this round has no quantified causal finding that go-live on-call or budget cycles significantly affect the pace.
The current O*NET industry employment composition is professional, scientific and technical services 30%, finance and insurance 13%, information 13%, management of companies and enterprises 10%, other 34%; this is employment structure, not wages. The OOH detailed systems design 19% and the broad industry professional 30% are explained separately and are not spliced. OOH2025 gives the median annual wage for this occupation in the management of companies and enterprises industry as 176,950 USD, with four other industries in the table.
BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect.
BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect.
BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect.
Which Holland interest type suits computer and information systems managers better?
The interest code on the O*NET page for this occupation is CEI (Conventional, Enterprising, Investigative): the interest scores published on the page are Conventional 82, Enterprising 68, Investigative 58, Realistic 28, Social 23, Artistic 8. Conventional corresponds to working by policy and process and records, Enterprising to driving people and resources toward goals, and Investigative to analysis and judgment; the work activities for this occupation are led by using computers (98), making decisions and solving problems (88), obtaining information (86) and communicating with supervisors and peers and subordinates (84); the interest code describes occupational-level interest characteristics, not a personal fit conclusion.
Do not use it this way: The current O*NET list has 33 knowledge items, 52 ability items and 21 work styles; dependability 88, leadership 81, attention to detail and integrity 79, innovation 78, inquisitiveness 76; knowledge computers 94 / customer service 76 / administration 68 / engineering 63 / English 62 / HR61, with deductive and inductive reasoning, oral comprehension and expression, problem sensitivity and written comprehension all 75. Occupational scores are not a personal threshold or personality validity.
Test my Holland occupational interestsWhich Big Five traits are more relevant to this job?
This round obtained no reliable validity for Big Five, MBTI, Enneagram, introversion-extraversion or personality scores predicting performance in this occupation; use fictitious requirements, solutions, budgets and incident descriptions for behavioral observation, and do not assert by type whether one can enter the field.
Do not use it this way: Caution: skipping verification and backup and change records to meet a schedule, or backfilling records only after an incident, directly amplifies risk in system availability, audit and compliance.
View my Big Five personality traitsWhich MBTI type suits computer and information systems managers best?
Interest orientation: the occupation page's interest code is CEI (Conventional, Enterprising, Investigative), and the daily tasks are mainly operations and user support, projects and system delivery, and strategy and budget and people.
Do not use it this way: This page gives no admission or screening advice based on MBTI type, and no occupational predictive validity was obtained; specific employer conditions are verified separately.
Understand my MBTI preferencesWhich Enneagram type suits computer and information systems managers better?
This round obtained no reliable validity for Big Five, MBTI, Enneagram, introversion-extraversion or personality scores predicting performance in this occupation; use fictitious requirements, solutions, budgets and incident descriptions for behavioral observation, and do not assert by type whether one can enter the field.
Do not use it this way: Caution: Enneagram interpretations easily slide into personality diagnosis, and this page does not use it to judge fit.
Explore my Enneagram patternIf I am not good at IQ tests or math, can I be a computer and information systems manager?
This occupation has a clear composite requirement for computing and business and people management: the O*NET knowledge list is led by computers and electronics 94, customer and personal service 76, administration and management 68, engineering and technology 63, English language 62, personnel and human resources 61; the ability list is led by deductive reasoning and inductive reasoning and oral comprehension and oral expression and problem sensitivity and written comprehension (all 75), information ordering and near vision and written expression (all 69); the skills list is led by critical thinking 78, active listening and reading comprehension (both 75), monitoring and oral expression (both 72), writing 69.
Do not use it this way: Caution: relying on personal memory over the long term without consolidated requirements and change and access and incident records will expose risk during handover, audit and major incidents; fixing the process and the documentation is the sustainable approach.
Understand my intelligence and reasoning performanceDo computer and information systems managers need high emotional intelligence?
This occupation has considerable communication and coordination requirements: the page's work context shows 100% use email every day, 63% have face-to-face discussions every day (37% at least once a week but not every day), 48% have telephone conversations every day (52% at least once a week but not every day), 58% have sustained contact with others (42% most of the time), 78% consider work with a work group or team extremely important (19% very important), 64% consider coordinating or leading others extremely important (29% very important), and 70% have very high responsibility for the work results of other employees (20% high responsibility); cross-department drive and communication with vendors and business parties both depend on expression and records.
Do not use it this way: Caution: omitting backup and verification or backfilling records to meet a go-live window creates both availability and audit rework risk.
Fits better when: Suitability signal: willingness to advance by project charter and schedule and risk and to do delivery and acceptance solidly.
Watch for: Main counterpart: coordination and management of project personnel, schedule, procurement and budget; tasks may overlap, and the definition does not rule out implementation, budget, management or design, nor imply fixed levels of authority, scope or transition distance.
Explore related career: Project management specialistsFits better when: Suitability signal: willingness to do process diagnosis and data analysis and give actionable improvement recommendations.
Watch for: Main counterpart: organizational research, workflow work measurement and process improvement design and implementation consulting; tasks may overlap, and the definition does not rule out implementation, budget, management or design, nor imply fixed levels of authority, scope or transition distance.
Explore related career: Management analystsFits better when: Suitability signal: willingness to translate business requirements into system solutions and coordinate implementation.
Watch for: Main counterpart: solving complex scientific, engineering and business data problems, systems integration and improvement of existing systems; tasks may overlap, and the definition does not rule out implementation, budget, management or design, nor imply fixed levels of authority, scope or transition distance.
Explore related career: Computer systems analystsFits better when: Suitability signal: willingness to focus over the long term on security monitoring and incident analysis and hardening.
Watch for: Main counterpart: planning, implementing and maintaining security measures and vulnerability assessment, attack protection and recovery measures; tasks may overlap, and the definition does not rule out implementation, budget, management or design, nor imply fixed levels of authority, scope or transition distance.
Explore related career: Information security analystsFits better when: Suitability signal: willingness to deploy, troubleshoot and support networks and endpoints.
Watch for: Main counterpart: testing, troubleshooting and maintaining existing networks and servers, security and permission configuration and performance analysis; tasks may overlap, and the definition does not rule out implementation, budget, management or design, nor imply fixed levels of authority, scope or transition distance.
Explore related career: Computer network support specialistsFits better when: Suitability signal: willingness to go deep into database operations and performance and backup and recovery.
Watch for: Main counterpart: database management, testing and implementation, security, performance, capacity and change coordination, possibly planning installation and upgrades; tasks may overlap, and the definition does not rule out implementation, budget, management or design, nor imply fixed levels of authority, scope or transition distance.
Explore related career: Database administratorsNo. Reducing an occupation to "the one most suitable personality" conceals real differences: the management approach of a client-side information technology department differs greatly from that of a vendor-side service and integration company. A more useful approach is to validate with one deliverable requirements and solution and go-live exercise.
This round obtained no reliable validity for Big Five, MBTI, Enneagram, introversion-extraversion or personality scores predicting performance in this occupation; use fictitious requirements, solutions, budgets and incident descriptions for behavioral observation, and do not assert by type whether one can enter the field.
Yes. Extraversion itself is neither an advantage nor a disadvantage; what matters is whether you can explain requirements and judgments clearly and drive them to completion; if you prefer collaboration and exchange, you can focus on cross-department projects and vendor and user support tasks.
This round obtained no reliable validity for Big Five, MBTI, Enneagram, introversion-extraversion or personality scores predicting performance in this occupation; use fictitious requirements, solutions, budgets and incident descriptions for behavioral observation, and do not assert by type whether one can enter the field.
The interest code on the O*NET page for this occupation is CEI (Conventional, Enterprising, Investigative). This indicates the top three occupational interests, but the code is not a personal fit conclusion and still requires validation with actual tasks.
This round obtained no reliable validity for Big Five, MBTI, Enneagram, introversion-extraversion or personality scores predicting performance in this occupation; use fictitious requirements, solutions, budgets and incident descriptions for behavioral observation, and do not assert by type whether one can enter the field.
Mathematics knowledge 54, mathematical reasoning 50 and mathematics skill 53 are occupational scores, not a personal pass threshold; budget and capacity calculation is an editorial observation, and the specific technical depth of mathematics depends on the actual position; it is not asserted that mathematics is not a threshold or that no position does algorithm derivations.
This occupation places prominent demands on communication under conflict and pressure: the page's work context shows 47% face conflict situations at least once a week but not every day (39% at least once a month but not every week), 44% deal at least once a week but not every day with unpleasant or angry or discourteous people (52% at least once a year but not every month), 43% face strict deadlines at least once a week but not every day, 70% have very high responsibility for the work results of other employees, and 38% consider the consequences of error extremely serious; making communication records and escalation paths and reviews a habit is a skill that can be practiced.
This round obtained no reliable validity for Big Five, MBTI, Enneagram, introversion-extraversion or personality scores predicting performance in this occupation; use fictitious requirements, solutions, budgets and incident descriptions for behavioral observation, and do not assert by type whether one can enter the field.
Judge by deliverables: can you write scope and acceptance conditions for a fictitious requirement; can you write a resource and schedule and risk plan for a fictitious project; can you write an operations plan including monitoring metrics and anomaly escalation and rollback paths. Whichever type of task you are willing to repeat is the direction more worth trying.
Typical scenario：Doing backups without verifying recoverability; having no monitoring or alerting; relying on ad hoc verbal coordination during incidents without recording or escalating.
Roles most affected：Positions responsible for operations and user support
Possible consequence：A critical system outage may affect the business and users; contractual liability depends on the actual agreement and the facts, and no inevitable liability conclusion is drawn.
How to reduce risk：Editor's control suggestions: establish backup and recovery and drills and monitoring and alerting and on-call mechanisms for critical systems; specify incident classification and escalation paths and communication messaging; track major incident reviews and remediation items to closure. The specific policy, authorization and measures are verified against the actual system, and this is not a uniform statutory process for all positions.
Evidence：systems-review-onet-details · systems-review-onet-context · systems-review-pipl · editorial
Typical scenario：Starting work on an oral consensus; not documenting requirement changes; scheduling uncontrollable external dependencies as if they were settled conditions.
Roles most affected：Positions responsible for project and delivery management
Possible consequence：Insufficient records of scope or dependencies may increase delay and rework risk; the specific consequences are judged from project evidence.
How to reduce risk：Editor's control suggestions: write requirements and acceptance conditions and out-of-scope items into written confirmation; verify key dependencies before committing; approve changes per procedure and update the plan and resources, keeping change records. The specific policy, authorization and measures are verified against the actual system, and this is not a uniform statutory process for all positions.
Evidence：systems-review-onet-details · systems-review-onet-context · systems-review-pipl · editorial
Typical scenario：Signing the contract before clarifying requirements; committing to service levels only orally; not specifying acceptance criteria and exit arrangements in the contract.
Roles most affected：Positions responsible for budget and vendor and contract management
Possible consequence：Unclear budget or service agreements may cause cost and acceptance disputes; it is not written that loss of control is inevitable.
How to reduce risk：Editor's control suggestions: procurement and outsourcing follow organizational approval and price comparison with retained evidence; the contract specifies service scope and service levels and data and confidentiality and exit clauses; overspend and changes are confirmed through the procedure and are not concealed by backfilled paperwork. The specific policy, authorization and measures are verified against the actual system, and this is not a uniform statutory process for all positions.
Evidence：systems-review-onet-details · systems-review-onet-context · systems-review-pipl · editorial
Typical scenario：Not revoking access for a long time; using production data directly for testing; uploading protected information to unauthorized external tools.
Roles most affected：Positions responsible for security and data governance
Possible consequence：Inadequate security configuration and access and personal information protection may cause data leakage and compliance liability and harm the organization's reputation.
How to reduce risk：Review access and change authority, revocation on departure and transfer, and processing purpose and basis against actual duties; masking does not automatically authorize sharing. Articles 3—6 and 13 of China's Personal Information Protection Law limit the scope of application, identifiable information, and the minimum necessary purpose and lawful processing conditions; not all processing is consent-only; Article 21 requires agreements and supervision for entrusted processing, Article 51 requires classification, security, reasonable operating authority and training and emergency response, and Article 59 imposes additional security and assistance obligations on entrusted parties. De-identification is not the same as anonymization under Article 73, and masking does not automatically grant upload or sharing authority. This applies to processing activities in China, not uniform approval by IT managers worldwide or a single rule for all business data; specific classified, export, procurement and audit matters are verified separately.
Evidence：systems-review-onet-details · systems-review-onet-context · systems-review-pipl · editorial
Typical scenario：Critical knowledge held by only a few individuals; handover done orally; accounts and access of departed staff left uncleaned for a long time.
Roles most affected：Positions responsible for people and access and handover management
Possible consequence：Staff changes and insufficient knowledge records may cause handover and access problems; it is not written that staff turnover necessarily causes a breakdown.
How to reduce risk：Editor's control suggestions: establish rotation and documentation and on-call handover requirements for key positions; complete access and asset and document handover on departure and transfer against a checklist; maintain operating manuals and architecture diagrams and incident records as team assets. The specific policy, authorization and measures are verified against the actual system, and this is not a uniform statutory process for all positions.
Evidence：systems-review-onet-details · systems-review-onet-context · systems-review-pipl · editorial
Typical scenario：Only dealing with current incidents without doing architecture evolution; depending on components that are no longer supported or that no one understands; not investing in team capability building.
Roles most affected：Positions responsible for technology direction and capability building
Possible consequence：Technology turnover may create maintenance and learning needs, and does not prove that all skill sets and architectures depreciate rapidly; verify against actual component support, system requirements and team capability.
How to reduce risk：Editor's control suggestions: schedule architecture evolution and replacement plans according to business value and technical risk; establish learning and knowledge sharing and rotation mechanisms for the team; keep a ledger of versions and support cycles for key components and plan upgrades in advance. The specific policy, authorization and measures are verified against the actual system, and this is not a uniform statutory process for all positions.
Evidence：systems-review-onet-details · systems-review-onet-context · systems-review-pipl · editorial
The 82 certifications are catalog candidates and do not guarantee employer recognition, ability or position authority. Articles 3—6 and 13 of China's Personal Information Protection Law limit the scope of application, identifiable information, and the minimum necessary purpose and lawful processing conditions; not all processing is consent-only; Article 21 requires agreements and supervision for entrusted processing, Article 51 requires classification, security, reasonable operating authority and training and emergency response, and Article 59 imposes additional security and assistance obligations on entrusted parties. De-identification is not the same as anonymization under Article 73, and masking does not automatically grant upload or sharing authority. This applies to processing activities in China, not uniform approval by IT managers worldwide or a single rule for all business data; specific classified, export, procurement and audit matters are verified separately.
| Entry-level position | What you mainly do early on | Editor's observation candidates | How to prove it without experience | Difference from other directions |
|---|---|---|---|---|
| Front-line support and execution (under guidance) | Complete ticket handling and configuration and document organization and test execution under guidance. | Whether records are complete, changes follow the process, and anomalies are reported promptly. | Prove it with de-identified tickets and configuration and test records and mentor feedback. | Execution, management, budget and go-live duties may overlap; verify by actual division of labor and authority, and do not exclude responsibility directly by stage name. |
| System owner (independently responsible for one system) | Independently complete the requirements confirmation and solution and implementation and go-live and operation of one system or module. | Whether requirements and acceptance hold, whether changes are controlled, and whether availability and security are satisfied. | Prove it with solution and change and operations records and reviews. | Execution, management, budget and go-live duties may overlap; verify by actual division of labor and authority, and do not exclude responsibility directly by stage name. |
| Team or program lead (with people and budget) | Lead a team or program, manage budget and vendors and people, and be accountable for results. | Delivery results and budget execution, people and vendor performance, compliance and audit support. | Prove it with department plans and budget and appraisal and compliance records. | Execution, management, budget and go-live duties may overlap; verify by actual division of labor and authority, and do not exclude responsibility directly by stage name. |
| Information technology planning and governance position | Participate in building planning and architecture and technical standards and security and data governance and vendor management systems. | Policy documents and implementation, architecture evolution and security and governance practice. | Prove it with policy documents and review and audit and remediation records. | Compared with front-line delivery positions, it focuses on standards and governance rather than delivery of a single system. |
| Department head (information technology or digital) | Responsible for coordinating department people and budget and the project portfolio and external services and compliance. | Department objectives and budget, project portfolio results, service and compliance and security outcomes. | Prove it with department planning and budget and appraisal and external service records. | Compared with team leads, it adds cross-department commitments and responsibility for organizational resources. |
The preparation level is Job Zone Four (considerable preparation) and SVP is 7.0 to less than 8.0;
Typical BLS related experience is 5 years or more; OOH states the type and length vary by position and it is not treated as a threshold for every position.
Production environment access and change authorization and personal information processing authority must follow organizational policy;
Positions involving classified information and export control must also complete the corresponding review and training under the applicable regulations.
Knowledge is dominated by computers and electronics 94, customer and personal service 76, administration and management 68 and English language 62;
Work activities are led by using computers 98, making decisions and solving problems 88, and obtaining information 86.
Fictitious materials: fictitious business background and current-state system and interface descriptions (including one requirement conflict and one uncertain dependency), a set of fictitious capacity and response time and error rate metrics, and a fictitious organizational and access and budget constraint.
Fictitious condition: a fictitious change and go-live and rollback and backup and access management process.
Fictitious constraint: a fictitious budget ceiling and go-live window and staff availability and vendor response commitment.
Step two: write the solution and resource and risk and schedule plan (list the reasons for the solution trade-offs and the dependencies and assumptions, and explain how the key dependencies will be verified).
Step three: write a go-live and operations plan (including change and rollback and backup and monitoring and alerting and anomaly escalation paths), and explain which judgments must be confirmed by security or compliance or procurement authorized positions.
Evaluation basis: whether the scope and acceptance are testable, whether the solution trade-offs are justified, whether risks and dependencies are identified, whether monitoring and rollback and escalation are complete, and whether commitments beyond authority are identified as requiring authorized confirmation.
Evidence forms include de-identified project and delivery and operations records, change and rollback and review records, access and audit and training records, and budget and vendor management records.
For items without evidence, explicitly write "to be added" and give a plan to fill the gap.
Write out the points you disagree with or that need to be added, and explain the basis.
Point out the parts of the plan that cannot be traced back (such as missing backup verification or rollback trigger conditions or approval records) and explain what consequences such gaps bring in operations and audit.
A boundary summary: the commitments you are and are not allowed to make in this project, and the items requiring confirmation by security or compliance or procurement or budget authorizers.
| Stage | What may be assessed | Observed evidence | Limits of use |
|---|---|---|---|
| Resume and initial screening | Which systems or projects you have been responsible for, your role and scope, delivery and operating results, and experience with people and budget. | Whether the experience matches the job duties, and understanding of process and security and compliance and vendor management. | Initial screening sees only written information; degree and security and compliance requirements must be verified against organizational rules. |
| Interview and scenario questions | The review and improvement of a failed project or a major incident; how you handle requirement conflicts and insufficient resources. |
Organize the fictitious business requirements and current-state system and interface descriptions into a requirements list and a conflict point list.
Write the boundary and priority of what is and is not being done and the testable acceptance conditions.
Write the alternative solutions and the reasons for the choice and the key dependencies and assumptions.
Write the people and budget and timing arrangements and the risk list and responses.
Write the release steps and backup and rollback trigger conditions and responsible persons.
Write the monitoring metrics and alert thresholds and incident classification and escalation and communication messaging.
| Qualification / status | Mainly suits whom | Practical role in job seeking | Whether it is a universal entry threshold | Application / registration conditions | Level of investment | Important limits |
|---|---|---|---|---|---|---|
| A bachelor's degree in computing or information systems or a related field | Most entrants | It is a common condition for entering the corresponding position sequence | Current O*NET JobZone4 and SVP7.0 to less than 8.0 are the preparation level, not an education survey for this occupation. The actual Education responses are 48% bachelor's, 26% some college no degree, 14% master's (the three shown do not equal all responses). Typical BLS entry is a bachelor's degree, 5 years or more of related work experience, no on-the-job training; OOH states the degree may be in computer/IT or a related engineering technology, some employers require or prefer a graduate degree, the type and length of experience vary by position, and certification is usually optional with some employers preferring it. It is not a common five-year or certification threshold for every position. |
Typical scope：Complete ticket handling and configuration changes and document organization and user support under guidance.
Readiness evidence：Can present a reviewable ticket and configuration and change record.
Credential boundary：Editor's stage candidates: verify the computing or related professional background and basic network and system knowledge by actual position. No representative recruitment sample supports a uniform threshold.
Next moves：Make a fixed checklist of the troubleshooting and change and record points.
Typical scope：Independently take responsibility for the operation and incident handling and user support and improvement of one system or service desk.
Readiness evidence：Can present availability metrics and incident and review records.
Credential boundary：Must have system operations and fault localization and basic security handling ability.
Next moves：Write the incident classification and escalation and review process into a stable version.
Typical scope：Lead the building of operations systems and service levels and on-call and processes and tools and mentor newcomers.
Readiness evidence：Can present service level and process documents and mentoring and improvement records.
Credential boundary：Editor's stage candidates: verify multi-system operations experience and cross-team collaboration experience by actual position. No representative recruitment sample supports a uniform threshold.
Next moves：Organize operations experience into reusable processes and manuals.
Typical scope：Participate in building operations standards and capacity and continuity and audit support systems.
Readiness evidence：Can present policy documents and drill and audit and improvement records.
Credential boundary：Editor's stage candidates: verify in-organization duties and long-term experience by actual position. No representative recruitment sample supports a uniform threshold.
Next moves：Distill policy key points into handover-ready text.
Typical scope：Complete requirements recording and solution support and implementation and testing and go-live support under guidance.
Readiness evidence：Can present requirements and implementation and test records.
Credential boundary：Editor's stage candidates: verify the computing or related professional background and basic development or systems knowledge by actual position. No representative recruitment sample supports a uniform threshold.
Next moves：Make a checklist of the requirements and acceptance and change points.
Typical scope：Independently take responsibility for a project's scope and plan and implementation and go-live and acceptance.
Readiness evidence：Can present project plans and change and acceptance and review records.
Credential boundary：Must have scope and schedule and risk and change management ability.
Next moves：Write the project process and templates into a stable version.
Lead a program or family of systems and manage vendors and team and budget.
Typical scope：Complete technical investigation and asset and cost ledgers and data organization support under guidance.
Readiness evidence：Can present investigation and ledger and data organization records.
Credential boundary：Editor's stage candidates: verify the computing or related professional background and business understanding foundations by actual position. No representative recruitment sample supports a uniform threshold.
Next moves：Make a checklist of the investigation and ledger points.
Typical scope：Independently complete one planning or governance project (architecture evolution or security or data governance or vendors).
Readiness evidence：Can present specialized plans and execution and evaluation records.
Credential boundary：Must have planning and policy and cross-department coordination ability.
Next moves：Write the specialized methods and templates into a stable version.
Able to complete requirements recording and ticket handling and configuration and document organization and test execution under guidance, follow standards on backup and change and access and record requirements, and report and correct promptly when an incident or security or compliance anomaly is found.
Able to independently take responsibility for the operation and delivery of one system or module, and write requirements and acceptance and changes and rollback and monitoring into an executable and reviewable plan.
Able to lead a team or program of projects, manage budget and vendors and people, and be accountable for go-live and operating results and compliance and audit support.
Able to participate in building information technology planning and architecture and governance and security and data policy and talent development mechanisms, with the corresponding position authorization.
United States · BLS11-3021 national 2025—2035 projection, OEWS2025 wages
Growth 15.8% (2025—2035); about 53,500 average annual job openings
Employment change rate (2025—2035)
BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect.
Does not establish：It is a U.S. national statistical scope and does not distinguish industry and organization type and region; it also cannot be used to infer the number of positions in a particular organization or team.
Global (cross-economy) · Cross-economy, occupation level (not a single country's official statistics)
Exposure ranking and measurement method
Generative AI occupational exposure index
The study provides an occupation-level generative AI exposure index, used to compare the degree of task exposure across occupations; it does not provide forecasts of job gains or losses.
Does not establish：It is an exposure measure rather than an adoption rate or automation rate; the cross-economy scope differs from national statistical scopes and cannot be directly converted into job changes for the United States or China.
Mainland China · Mainland China (no one-to-one equivalent occupational sub-class established)
NBS2025 (published 2026-05-15): in enterprises above the designated size, middle-level and above managers 210,016, professional and technical personnel 155,491, and all employed persons 106,080 yuan/person/year, which is cross-occupation pre-tax annual average wage background. The management category requires a leadership position and decision-making management authority at the unit or first-level department, and the technical category follows actual technical duties; the title of manager cannot be used to map all front-line supervisors or all units. Insufficient evidence: this round did not establish a precise Chinese occupational and national occupational wage mapping, which does not mean the official statistics lack such a category. Although the original leasing and business services figures 110162/68919 are real industry averages, they cannot represent IT management positions across industries; this round instead uses broad background from explicit duty categories, which still does not substitute for the occupational median, starting pay or monthly pay.
NBS2025 (published 2026-05-15): in enterprises above the designated size, middle-level and above managers 210,016, professional and technical personnel 155,491, and all employed persons 106,080 yuan/person/year, which is cross-occupation pre-tax annual average wage background. The management category requires a leadership position and decision-making management authority at the unit or first-level department, and the technical category follows actual technical duties; the title of manager cannot be used to map all front-line supervisors or all units. Insufficient evidence: this round did not establish a precise Chinese occupational and national occupational wage mapping, which does not mean the official statistics lack such a category. Although the original leasing and business services figures 110162/68919 are real industry averages, they cannot represent IT management positions across industries; this round instead uses broad background from explicit duty categories, which still does not substitute for the occupational median, starting pay or monthly pay.
These are capability relationships, not automatic promotions or credential waivers.
Transfers：Shared competencies: requirements understanding, plan preparation, cross-department communication, schedule and risk tracking.
Build next：Editor's gap verification: tasks for coordinating project personnel, schedule, procurement and budget may be shared, and it is not presumed that all IT managers lack this experience.
View career profileTransfers：Shared competencies: business understanding, data and process analysis, cross-department communication and written expression.
Build next：Editor's gap verification: tasks for organizational research, workflow work measurement and process improvement design and implementation consulting may be shared, and it is not presumed that all IT managers lack this experience.
View career profileTransfers：Shared competencies: business and technology understanding, solution evaluation, communication and documentation ability.
Build next：Editor's gap verification: tasks for solving complex scientific, engineering and business data problems, systems integration and improvement of existing systems may be shared, and it is not presumed that all IT managers lack this experience.
View career profileTransfers：Shared competencies: system and access and risk awareness, log and monitoring understanding, cross-team collaboration.
Build next：Editor's gap verification: tasks for planning, implementing and maintaining security measures and vulnerability assessment, attack protection and recovery measures may be shared, and it is not presumed that all IT managers lack this experience.
View career profileTransfers：Shared competencies: network and endpoint foundations, fault localization approach, service and communication awareness.
Build next：Editor's gap verification: tasks for testing, troubleshooting and maintaining existing networks and servers, security and permission configuration and performance analysis may be shared, and it is not presumed that all IT managers lack this experience.
View career profileTransfers：Shared competencies: data and systems understanding, performance and backup awareness, change and scripting ability.
Build next：Editor's gap verification: tasks for database management, testing and implementation, security, performance, capacity and change coordination, possibly planning installation and upgrades, may be shared, and it is not presumed that all IT managers lack this experience.
View career profileTransfers：Shared competencies: network and system design, performance and reliability awareness, cross-team collaboration.
Build next：Editor's gap verification: tasks for designing and implementing communications networks, capacity modeling and technical research and recommendations on equipment and software may be shared, and it is not presumed that all IT managers lack this experience.
View career profileTransfers：Shared competencies: information technology delivery understanding, planning and coordination, stakeholder communication and risk tracking.
Build next：Editor's gap verification: tasks for IT project planning and initiation management, technical staff supervision, phase coordination and technical and business communication may be shared, and it is not presumed that all IT managers lack this experience.
View career profileProject management specialists are accountable only for the scope and schedule and cost of a single project and usually do not own department people and budget; management analysts mainly work on process and data analysis and improvement recommendations and do not carry responsibility for system go-live and operations; computer systems analysts translate business requirements into system solutions and coordinate implementation but are not responsible for department people and budget; information security analysts focus on security monitoring and incident analysis and do not manage the delivery and resources of the whole information technology department; computer network support specialists mainly deploy, troubleshoot and support networks and endpoints and are not responsible for solution decisions and budget; database administrators mainly handle database operations and performance and backup and recovery. This occupation is accountable for the people, budget, projects and operating results of the information technology department. Shared competencies do not mean interchangeability: the scope of responsibility and authorization differ.
It cannot be inferred that way. The core tasks of this occupation include scope and priority judgments, resource and budget arrangements, change and go-live decisions, and accountability for department results and external commitments; these steps rely on organizational authorization and management experience. In addition, the ILO exposure index registered in this evidence route is only a task exposure measure, not a replacement rate or a forecast of job losses. The more reliable use of tools is drafts of documents and code scaffolding and data and reports.
From the task structure, the steps affected earlier are the structured and digitizable ones: organizing documents and reports and meeting materials, code scaffolding and scripts and test case drafts, log and ticket classification and knowledge base drafts, and progress and risk summaries. Affected later are the steps requiring judgment and authorization and responsibility: confirming scope and acceptance conditions, solution and priority trade-offs, change and go-live decisions, budget and staffing commitments, and security and compliance judgments. It must be emphasized: this judgment is an editorial compilation, not an exposure measure or job forecast provided by the sources.
Confirming scope and priorities with incomplete information, making solution trade-offs under resource constraints and bearing the consequences, being accountable for others' output and system availability, and making documented commitments within security and compliance and budget boundaries. These abilities rely on management experience and organizational authorization; replacing any of these steps with tool output makes "who is accountable for delivery and operations and compliance outcomes" unanswerable.
United States: the occupation page shows a 2025 median wage of 84.20 USD/hour and 175,140 USD/year, with annual wages at the 10/25/50/75/90 percentiles of 107,550 / 138,060 / 175,140 / 220,730 / 297,510 USD, sourced from Bureau of Labor Statistics 2025 wage data; this is a national statistical distribution describing the occupational population rather than an individual offer, and the median is not entry-level pay. Mainland China: this evidence route registers the precise occupational wage as a gap (no data that can be safely used), so this page publishes only two clearly labeled industry average proxies (2025 urban non-private units in leasing and business services 110,162 yuan/year, and urban private units in leasing and business services 68,919 yuan/year), which are not this occupation's median, starting pay or monthly pay.
The page's education distribution is expressed as "most positions require a four-year bachelor's degree, some do not," the preparation level is Job Zone Four (considerable preparation), and the SVP range is 7.0 to 8.0; the common path is a bachelor's degree in computing or information systems or a related field, then development or systems analysis or operations work, and then gradually taking on project and team and budget responsibility. Education, experience, certification and organizational authorization play different roles and cannot substitute for one another.
The page provides 82 national certifications (such as Rocheston Certified Cybersecurity Engineer - Level 1, Certified Information Privacy Manager, CCNA Certification, CompTIA Cybersecurity Analyst, EC Council Certified Chief Information Security Officer, GIAC Security Expert (GSE), Certified Information Systems Risk Manager, among others); but a certification is not equal to a degree, an employer appointment, signing authority or system release authority. Production environment and data access and audit authorization are determined by organizational policy; this page does not present any training or certification as a statutory qualification.
Feasible, but it usually requires first building delivery and operations experience: people with a development or systems analysis or operations or business analysis background can transfer their technology and process understanding, but usually still need to have independently owned a system or project and to have verifiable records in people and budget and vendor management, and then obtain the corresponding authorization under organizational policy.
It depends on whether you are willing to be accountable for others' output and system availability and to make trade-offs with incomplete information; the preparation level for this occupation is Job Zone Four (considerable preparation), and the page shows 15% growth from 2024 to 2034 (Much faster than average) with about 55,600 average annual job openings, but projections contain assumptions and error and cannot be used to derive individual hiring probability. It is advisable to first use the seven-day exercise on the page to verify whether you are willing to repeat this process.
This evidence route registers the precise mainland China occupational wage as a gap (data status: no data that can be safely used); the handling note states explicitly that "only the leasing and business services industry average is used as an explicit proxy, and local real recruitment must be verified." Therefore this page publishes only two clearly labeled industry average proxies, does not write them as this occupation's median, starting pay or monthly pay, and provides no monthly pay range or city ranking.
The occupation page shows the exact occupational scope 11-3021.00: a 2025 median wage of 84.20 USD/hour and 175,140 USD/year (BLS 2025 wage data), employment of 667,100 (2024), a projected 768,700 in 2034, growth of 15%, and about 55,600 average annual openings (BLS 2024—2034 projection). When using them, the market (U.S. national) and statistical period and occupational scope and units must be retained together; the page does not provide industry or regionally broken-down median wages, and this page has registered that gap.
The exercise and the seven-day schedule are fictitious materials designed editorially by FermatMind Test to help readers judge whether they are willing to repeat this workflow; they are not research findings or security or legal or procurement advice; they must not be used for real system changes or as a basis for security and compliance and procurement decisions.
This round verified the nine sections section by section and against the card table citations: task grouping numbers, the education survey, the current projection industry composition and wages, hiring keywords and the data protection boundary were corrected; for local author self-review only.
Nine-section verification for this round: 2026-10-09.
O*NET2026 current tasks, context, knowledge and abilities, education and interests and styles, 2025 hiring keywords and the 82-certification catalog; OEWS2025 wages, the BLS2025—2035 projection and OOH industry wages and education; NBS2025 same-version background, the relevant provisions of China's PIPL, the ILO2025 public summary and the NIST1.0 voluntary framework are used within their respective scopes.
Limitations：Supports the precise occupational identity, the 17 tasks, work activities and work context; does not include what any specific jurisdiction or organization requires for data security and privacy and audit.
Limitations：Supports occupational characteristics, knowledge, abilities, the interest code CEI and work styles (given as impact scores); the page marks this code as Bright Outlook.
Limitations：Supports the industry structure (professional and scientific and technical services 31%, finance and insurance 13%, information 13%, management of companies and enterprises 10%, other industries 33%); this is a share structure and does not represent the number of positions or wages.
Limitations：The page lists 59 software skills and their mention shares (Microsoft Azure 9.77%, Amazon Web Services 8.65%, SQL 4.68%, Microsoft Office 4.26%, Python 4.15%, etc.); mention share does not equal proficiency or management ability.
Limitations：Supports the preparation level (Job Zone Four: considerable preparation) and the education distribution statement (most positions require a four-year bachelor's degree, some do not) and the SVP range 7.0 to 8.0.
Limitations：The page lists 82 national certifications (Rocheston Certified Cybersecurity Engineer - Level 1, Certified Information Privacy Manager, CCNA Certification, CompTIA Cybersecurity Analyst, EC Council Certified Chief Information Security Officer, GIAC Security Expert (GSE), and others); a certification is not equal to a degree, an employer appointment, signing authority or system release authority.
Limitations：Supports the U.S. national median wage (84.20 USD/hour, 175,140 USD/year) and the 10/25/50/75/90 annual percentiles (107,550 / 138,060 / 175,140 / 220,730 / 297,510 USD); this is the employed wage and salary position scope, excluding self-employed and owner income, and does not include industry or regional median wage breakdowns.
Limitations：Supports employment of 667,100 (2024), 768,700 (2034 projection), growth of 15% (Much faster than average) and about 55,600 average annual job openings; this is U.S. national scope and the projection contains assumptions and error.
Limitations：Based on such scopes, this evidence route registers the precise mainland China occupational wage for this occupation as a gap (data status: no data that can be safely used), and the handling note is "use only the leasing and business services industry average as an explicit proxy, and require verification of local real recruitment"; this page publishes only two clearly labeled industry average proxies.
Limitations：It is the mainland China labor relations and wage information entry registered in this evidence route; this round did not establish a national occupational wage distribution corresponding one-to-one with this occupation on that basis, and this page publishes no occupation-level figure from it.
Limitations：Supports the general framework of mainland China occupational classification; this page does not use it to determine this occupation's Chinese equivalent sub-class or wage scope.
Limitations：It is an exposure measure, not an adoption rate, automation rate or forecast of job losses; cross-economy scopes cannot be directly converted into national job changes.
Limitations：Editorial compilations and fictitious materials, not research findings or industry facts; must not be used for real system changes or as a basis for security and compliance and procurement decisions.
Limitations：It is a framework for AI risk governance and management processes and contains no occupation-level adoption data; citing it does not constitute a quantified conclusion about this occupation's risk.
Limitations：Supports the U.S. national median wage and percentiles; use must retain the market and period and units and occupational scope, and regional data must not be treated as an individual offer.
Limitations：Supports the percentage distributions of work context (environment and protection, communication and collaboration, autonomy and decisions, precision and responsibility, posture and activity); they are respondent distributions, not a guarantee for an individual position.
Limitations：Supports the coverage scope of wage statistics, the items included and excluded, and the standard work-year conversion definitions; not to be used to infer personal income.
Limitations：It is the source scope for the U.S. national employment projection; the projection contains assumptions and error, is not equal to annual actuals, and cannot be used to derive individual hiring probability.
Limitations：Supports the percentage distributions of work context (environment and protection, communication and collaboration, autonomy and decisions, precision and responsibility, posture and activity); they are respondent distributions, not a guarantee for an individual position.
Limitations：The current O*NET11-3021.00 Updated2026 has 17 tasks comprising 16Core and 1Supplemental (managing backup, security and user help systems). Core item 5 is user technical support, 13 operational/progress reporting, 14 proposal feasibility, 15 budget, 16 procurement. The task pool is not carried out in full by every position; OOH states the role may manage an entire IT department or only the infrastructure, support or security area, and cannot be called the final responsible person for the whole department in all cases. Current O*NET JobZone4 and SVP7.0 to less than 8.0 are the preparation level, not an education survey for this occupation. The actual Education responses are 48% bachelor's, 26% some college no degree, 14% master's (the three shown do not equal all responses). Typical BLS entry is a bachelor's degree, 5 years or more of related work experience, no on-the-job training; OOH states the degree may be in computer/IT or a related engineering technology, some employers require or prefer a graduate degree, the type and length of experience vary by position, and certification is usually optional with some employers preferring it. It is not a common five-year or certification threshold for every position. The current O*NET list has 33 knowledge items, 52 ability items and 21 work styles; dependability 88, leadership 81, attention to detail and integrity 79, innovation 78, inquisitiveness 76; knowledge computers 94 / customer service 76 / administration 68 / engineering 63 / English 62 / HR61, with deductive and inductive reasoning, oral comprehension and expression, problem sensitivity and written comprehension all 75. Occupational scores are not a personal threshold or personality validity. The current 57 context items are respondent distributions: email 100% every day, face-to-face 63% every day and 37% at least once a week but not every day, telephone 48% every day and 52% weekly but not daily; task autonomy 83% a great deal, teamwork 78% extremely important, sitting 59% continuously / 40% more than half the time, indoor 66% every day, 65% work more than 40 hours and 33% at 40 hours a week, 77% with a regular fixed schedule. Automation is 33% highly / 24% moderately / 34% not at all automated, not an AI adoption or task replacement rate. Distributions are not a guarantee for an individual position.
Limitations：The current O*NET11-3021.00 Updated2026 has 17 tasks comprising 16Core and 1Supplemental (managing backup, security and user help systems). Core item 5 is user technical support, 13 operational/progress reporting, 14 proposal feasibility, 15 budget, 16 procurement. The task pool is not carried out in full by every position; OOH states the role may manage an entire IT department or only the infrastructure, support or security area, and cannot be called the final responsible person for the whole department in all cases. Current O*NET JobZone4 and SVP7.0 to less than 8.0 are the preparation level, not an education survey for this occupation. The actual Education responses are 48% bachelor's, 26% some college no degree, 14% master's (the three shown do not equal all responses). Typical BLS entry is a bachelor's degree, 5 years or more of related work experience, no on-the-job training; OOH states the degree may be in computer/IT or a related engineering technology, some employers require or prefer a graduate degree, the type and length of experience vary by position, and certification is usually optional with some employers preferring it. It is not a common five-year or certification threshold for every position. The current O*NET list has 33 knowledge items, 52 ability items and 21 work styles; dependability 88, leadership 81, attention to detail and integrity 79, innovation 78, inquisitiveness 76; knowledge computers 94 / customer service 76 / administration 68 / engineering 63 / English 62 / HR61, with deductive and inductive reasoning, oral comprehension and expression, problem sensitivity and written comprehension all 75. Occupational scores are not a personal threshold or personality validity. The current 57 context items are respondent distributions: email 100% every day, face-to-face 63% every day and 37% at least once a week but not every day, telephone 48% every day and 52% weekly but not daily; task autonomy 83% a great deal, teamwork 78% extremely important, sitting 59% continuously / 40% more than half the time, indoor 66% every day, 65% work more than 40 hours and 33% at 40 hours a week, 77% with a regular fixed schedule. Automation is 33% highly / 24% moderately / 34% not at all automated, not an AI adoption or task replacement rate. Distributions are not a guarantee for an individual position.
Limitations：The current O*NET industry employment composition is professional, scientific and technical services 30%, finance and insurance 13%, information 13%, management of companies and enterprises 10%, other 34%; this is employment structure, not wages. The OOH detailed systems design 19% and the broad industry professional 30% are explained separately and are not spliced.
Limitations：The current HotTechnology list gives 59 U.S. 2025 hiring software keywords, with visible shares Azure9%, AWS8%, SQL/Office/Python/Excel each 4%, PowerPoint/SAP each 3%, JIRA/Tableau each 2%; the first 2 are marked InDemand, and the rest include under 1% or Not available. Currently visible shares are not retained to two decimal places; hiring mention rates are not adoption rates, proficiency, AI usage or management ability.
Limitations：The current O*NET11-3021.00 Updated2026 has 17 tasks comprising 16Core and 1Supplemental (managing backup, security and user help systems). Core item 5 is user technical support, 13 operational/progress reporting, 14 proposal feasibility, 15 budget, 16 procurement. The task pool is not carried out in full by every position; OOH states the role may manage an entire IT department or only the infrastructure, support or security area, and cannot be called the final responsible person for the whole department in all cases. Current O*NET JobZone4 and SVP7.0 to less than 8.0 are the preparation level, not an education survey for this occupation. The actual Education responses are 48% bachelor's, 26% some college no degree, 14% master's (the three shown do not equal all responses). Typical BLS entry is a bachelor's degree, 5 years or more of related work experience, no on-the-job training; OOH states the degree may be in computer/IT or a related engineering technology, some employers require or prefer a graduate degree, the type and length of experience vary by position, and certification is usually optional with some employers preferring it. It is not a common five-year or certification threshold for every position. The current O*NET list has 33 knowledge items, 52 ability items and 21 work styles; dependability 88, leadership 81, attention to detail and integrity 79, innovation 78, inquisitiveness 76; knowledge computers 94 / customer service 76 / administration 68 / engineering 63 / English 62 / HR61, with deductive and inductive reasoning, oral comprehension and expression, problem sensitivity and written comprehension all 75. Occupational scores are not a personal threshold or personality validity. The current 57 context items are respondent distributions: email 100% every day, face-to-face 63% every day and 37% at least once a week but not every day, telephone 48% every day and 52% weekly but not daily; task autonomy 83% a great deal, teamwork 78% extremely important, sitting 59% continuously / 40% more than half the time, indoor 66% every day, 65% work more than 40 hours and 33% at 40 hours a week, 77% with a regular fixed schedule. Automation is 33% highly / 24% moderately / 34% not at all automated, not an AI adoption or task replacement rate. Distributions are not a guarantee for an individual position.
Limitations：The 82-item catalog was actually read, including duplicate same-name entries, and it is not treated as all distinct qualifications, a uniform threshold, or verification of all application conditions.
Limitations：OEWS2025 U.S. national 11-3021 annual wages at the 10/25/50/75/90 percentiles are 107,550/138,060/175,140/220,730/297,510 USD, with hourly wages 51.71/66.38/84.20/106.12/143.03 USD. The median is not a mean, starting pay or an individual offer; these are full-time and part-time employed wages, excluding the self-employed and unincorporated owner-partners, while salaried executives of incorporated companies may be covered.
Limitations：BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect.
Limitations：NBS2025 (published 2026-05-15): in enterprises above the designated size, middle-level and above managers 210,016, professional and technical personnel 155,491, and all employed persons 106,080 yuan/person/year, which is cross-occupation pre-tax annual average wage background. The management category requires a leadership position and decision-making management authority at the unit or first-level department, and the technical category follows actual technical duties; the title of manager cannot be used to map all front-line supervisors or all units. Insufficient evidence: this round did not establish a precise Chinese occupational and national occupational wage mapping, which does not mean the official statistics lack such a category. Although the original leasing and business services figures 110162/68919 are real industry averages, they cannot represent IT management positions across industries; this round instead uses broad background from explicit duty categories, which still does not substitute for the occupational median, starting pay or monthly pay.
Limitations：Reuses the same-version 2025 public summary read; exposure is not this occupation's reliability, adoption or job-loss causation, and no claim is made that all detailed tables were read.
Limitations：The same-version 1.0 read is a voluntary framework, not evidence of a statutory process, adoption or effect for this occupation.
Limitations：OEWS2025 U.S. national 11-3021 annual wages at the 10/25/50/75/90 percentiles are 107,550/138,060/175,140/220,730/297,510 USD, with hourly wages 51.71/66.38/84.20/106.12/143.03 USD. The median is not a mean, starting pay or an individual offer; these are full-time and part-time employed wages, excluding the self-employed and unincorporated owner-partners, while salaried executives of incorporated companies may be covered.
Limitations：The current O*NET11-3021.00 Updated2026 has 17 tasks comprising 16Core and 1Supplemental (managing backup, security and user help systems). Core item 5 is user technical support, 13 operational/progress reporting, 14 proposal feasibility, 15 budget, 16 procurement. The task pool is not carried out in full by every position; OOH states the role may manage an entire IT department or only the infrastructure, support or security area, and cannot be called the final responsible person for the whole department in all cases. Current O*NET JobZone4 and SVP7.0 to less than 8.0 are the preparation level, not an education survey for this occupation. The actual Education responses are 48% bachelor's, 26% some college no degree, 14% master's (the three shown do not equal all responses). Typical BLS entry is a bachelor's degree, 5 years or more of related work experience, no on-the-job training; OOH states the degree may be in computer/IT or a related engineering technology, some employers require or prefer a graduate degree, the type and length of experience vary by position, and certification is usually optional with some employers preferring it. It is not a common five-year or certification threshold for every position. The current O*NET list has 33 knowledge items, 52 ability items and 21 work styles; dependability 88, leadership 81, attention to detail and integrity 79, innovation 78, inquisitiveness 76; knowledge computers 94 / customer service 76 / administration 68 / engineering 63 / English 62 / HR61, with deductive and inductive reasoning, oral comprehension and expression, problem sensitivity and written comprehension all 75. Occupational scores are not a personal threshold or personality validity. The current 57 context items are respondent distributions: email 100% every day, face-to-face 63% every day and 37% at least once a week but not every day, telephone 48% every day and 52% weekly but not daily; task autonomy 83% a great deal, teamwork 78% extremely important, sitting 59% continuously / 40% more than half the time, indoor 66% every day, 65% work more than 40 hours and 33% at 40 hours a week, 77% with a regular fixed schedule. Automation is 33% highly / 24% moderately / 34% not at all automated, not an AI adoption or task replacement rate. Distributions are not a guarantee for an individual position.
Limitations：Reuses the same-version method read: employed full-time and part-time, excluding the self-employed and unincorporated owner-partners, while salaried executives of incorporated companies may be covered; personal income cannot be derived.
Limitations：BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect.
Limitations：The current O*NET11-3021.00 Updated2026 has 17 tasks comprising 16Core and 1Supplemental (managing backup, security and user help systems). Core item 5 is user technical support, 13 operational/progress reporting, 14 proposal feasibility, 15 budget, 16 procurement. The task pool is not carried out in full by every position; OOH states the role may manage an entire IT department or only the infrastructure, support or security area, and cannot be called the final responsible person for the whole department in all cases. Current O*NET JobZone4 and SVP7.0 to less than 8.0 are the preparation level, not an education survey for this occupation. The actual Education responses are 48% bachelor's, 26% some college no degree, 14% master's (the three shown do not equal all responses). Typical BLS entry is a bachelor's degree, 5 years or more of related work experience, no on-the-job training; OOH states the degree may be in computer/IT or a related engineering technology, some employers require or prefer a graduate degree, the type and length of experience vary by position, and certification is usually optional with some employers preferring it. It is not a common five-year or certification threshold for every position. The current O*NET list has 33 knowledge items, 52 ability items and 21 work styles; dependability 88, leadership 81, attention to detail and integrity 79, innovation 78, inquisitiveness 76; knowledge computers 94 / customer service 76 / administration 68 / engineering 63 / English 62 / HR61, with deductive and inductive reasoning, oral comprehension and expression, problem sensitivity and written comprehension all 75. Occupational scores are not a personal threshold or personality validity. The current 57 context items are respondent distributions: email 100% every day, face-to-face 63% every day and 37% at least once a week but not every day, telephone 48% every day and 52% weekly but not daily; task autonomy 83% a great deal, teamwork 78% extremely important, sitting 59% continuously / 40% more than half the time, indoor 66% every day, 65% work more than 40 hours and 33% at 40 hours a week, 77% with a regular fixed schedule. Automation is 33% highly / 24% moderately / 34% not at all automated, not an AI adoption or task replacement rate. Distributions are not a guarantee for an individual position.
Limitations：Current O*NET JobZone4 and SVP7.0 to less than 8.0 are the preparation level, not an education survey for this occupation. The actual Education responses are 48% bachelor's, 26% some college no degree, 14% master's (the three shown do not equal all responses). Typical BLS entry is a bachelor's degree, 5 years or more of related work experience, no on-the-job training; OOH states the degree may be in computer/IT or a related engineering technology, some employers require or prefer a graduate degree, the type and length of experience vary by position, and certification is usually optional with some employers preferring it. It is not a common five-year or certification threshold for every position. The current O*NET11-3021.00 Updated2026 has 17 tasks comprising 16Core and 1Supplemental (managing backup, security and user help systems). Core item 5 is user technical support, 13 operational/progress reporting, 14 proposal feasibility, 15 budget, 16 procurement. The task pool is not carried out in full by every position; OOH states the role may manage an entire IT department or only the infrastructure, support or security area, and cannot be called the final responsible person for the whole department in all cases. The 2025 industry median annual wages for this occupation are information 200510 / finance 182510 / systems design 179510 / manufacturing 178110 / management of companies and enterprises 176950 USD.
Limitations：Articles 3—6 and 13 of China's Personal Information Protection Law limit the scope of application, identifiable information, and the minimum necessary purpose and lawful processing conditions; not all processing is consent-only; Article 21 requires agreements and supervision for entrusted processing, Article 51 requires classification, security, reasonable operating authority and training and emergency response, and Article 59 imposes additional security and assistance obligations on entrusted parties. De-identification is not the same as anonymization under Article 73, and masking does not automatically grant upload or sharing authority. This applies to processing activities in China, not uniform approval by IT managers worldwide or a single rule for all business data; specific classified, export, procurement and audit matters are verified separately.
Limitations：Main counterpart: coordination and management of project personnel, schedule, procurement and budget; tasks may overlap, and this does not prove levels of responsibility, exclusion of authority or transition distance.
Limitations：Main counterpart: organizational research, workflow work measurement and process improvement design and implementation consulting; tasks may overlap, and this does not prove levels of responsibility, exclusion of authority or transition distance.
Limitations：Main counterpart: solving complex scientific, engineering and business data problems, systems integration and improvement of existing systems; tasks may overlap, and this does not prove levels of responsibility, exclusion of authority or transition distance.
Limitations：Main counterpart: planning, implementing and maintaining security measures and vulnerability assessment, attack protection and recovery measures; tasks may overlap, and this does not prove levels of responsibility, exclusion of authority or transition distance.
Limitations：Main counterpart: testing, troubleshooting and maintaining existing networks and servers, security and permission configuration and performance analysis; tasks may overlap, and this does not prove levels of responsibility, exclusion of authority or transition distance.
Limitations：Main counterpart: database management, testing and implementation, security, performance, capacity and change coordination, possibly planning installation and upgrades; tasks may overlap, and this does not prove levels of responsibility, exclusion of authority or transition distance.
Limitations：Main counterpart: designing and implementing communications networks, capacity modeling and technical research and recommendations on equipment and software; tasks may overlap, and this does not prove levels of responsibility, exclusion of authority or transition distance.
Limitations：Main counterpart: IT project planning and initiation management, technical staff supervision, phase coordination and technical and business communication; tasks may overlap, and this does not prove levels of responsibility, exclusion of authority or transition distance.
Precise Chinese wage mapping, U.S. regional, form and level breakdowns, AI reliability adoption and causal effects, personality validity, representative recruitment and complete certification conditions and fees are still missing; specific export and classified information items and the latest cross-border supporting conditions were not verified. Old fact sources and identities outside the scope are unchanged, and conflicts are in the author report.
MBTI (English) · Big Five (English) · MBTI (Chinese) · Big Five (Chinese)
Turn each round of work into a deliverable result in which "scope and requirements are clear, responsible persons and timing are clear, quality and security evidence is reviewable, and anomalies have an escalation path"
| Dimension |
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| Primary track |
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| Comparison track |
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| Core purpose | Mainly an environmentally controlled indoor office setting: 66% work indoors in an environmentally controlled setting every day, 59% sit continuously or almost continuously, 96% never come into contact with disease or infection, 77% have a regular fixed schedule, and 65% work more than 40 hours per week | Advance the work based on the O*NET occupational definition and its 17 tasks, organizational goals and policy and budget constraints, system and security and compliance requirements, and vendor and service contracts |
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| Main counterparts and basis | Project management specialists also coordinate people, procurement and budgets, and IT managers may manage a department or one IT area; duties and specific authorization should be compared, and it cannot be said that the former only handles single projects and the latter always covers an entire department. | Verify each step against the O*NET occupational definition and its 17 tasks, organizational policy and budget and performance standards, system and security and data governance requirements, and contract and audit records |
| Core process | Management analysts may design and recommend or help implement organizational processes; the definition does not rule out actual implementation and delivery. This occupation mainly organizes IT activities, and the actual scope is verified by unit. | Editorial delivery process candidates: confirm requirements and authorization → solution and resources → assign and implement → verify changes → go-live and acceptance → operations review; incident, security and budget activities may run in parallel and are not a uniform sequence for all positions. |
| Main outputs | Information security analysis may plan, implement and maintain security and recovery measures, not only monitor and analyze; IT managers may specialize in the security area, and the boundaries may overlap. | Requirements and scope statements, project plans and progress reports, system and program review records, operations and incident and change records, budget and procurement and contracts, security and access and disaster recovery records, performance and training records |
| Responsible party | This page presents task and responsibility boundaries and does not constitute any statement of legal, security, audit or investment conclusions | Articles 3—6 and 13 of China's Personal Information Protection Law limit the scope of application, identifiable information, and the minimum necessary purpose and lawful processing conditions; not all processing is consent-only; Article 21 requires agreements and supervision for entrusted processing, Article 51 requires classification, security, reasonable operating authority and training and emergency response, and Article 59 imposes additional security and assistance obligations on entrusted parties. De-identification is not the same as anonymization under Article 73, and masking does not automatically grant upload or sharing authority. This applies to processing activities in China, not uniform approval by IT managers worldwide or a single rule for all business data; specific classified, export, procurement and audit matters are verified separately. |
| Admission and licensing | NBS2025 (published 2026-05-15): in enterprises above the designated size, middle-level and above managers 210,016, professional and technical personnel 155,491, and all employed persons 106,080 yuan/person/year, which is cross-occupation pre-tax annual average wage background. The management category requires a leadership position and decision-making management authority at the unit or first-level department, and the technical category follows actual technical duties; the title of manager cannot be used to map all front-line supervisors or all units. Insufficient evidence: this round did not establish a precise Chinese occupational and national occupational wage mapping, which does not mean the official statistics lack such a category. Although the original leasing and business services figures 110162/68919 are real industry averages, they cannot represent IT management positions across industries; this round instead uses broad background from explicit duty categories, which still does not substitute for the occupational median, starting pay or monthly pay. | Current O*NET JobZone4 and SVP7.0 to less than 8.0 are the preparation level, not an education survey for this occupation. The actual Education responses are 48% bachelor's, 26% some college no degree, 14% master's (the three shown do not equal all responses). Typical BLS entry is a bachelor's degree, 5 years or more of related work experience, no on-the-job training; OOH states the degree may be in computer/IT or a related engineering technology, some employers require or prefer a graduate degree, the type and length of experience vary by position, and certification is usually optional with some employers preferring it. It is not a common five-year or certification threshold for every position. Development, analysis or operations experience can serve as an editorial preparation route, and is not the only sequence. |
| Conclusion boundaries | Cross-position comparison cannot rest only on similar titles; whether the role is accountable for people and budget, whether it is accountable for system go-live and operating results, and differences in organization type mean that similar tasks do not imply interchangeability | OEWS2025 U.S. national 11-3021 annual wages at the 10/25/50/75/90 percentiles are 107,550/138,060/175,140/220,730/297,510 USD, with hourly wages 51.71/66.38/84.20/106.12/143.03 USD. The median is not a mean, starting pay or an individual offer; these are full-time and part-time employed wages, excluding the self-employed and unincorporated owner-partners, while salaried executives of incorporated companies may be covered. BLS Table 1.2 for 11-3021 (2025—2035): 685,800→793,900 people, net increase 108,100, growth 15.8% (OOH rounds to 16%), average annual openings 53,500, self-employed 0.7%. Openings include growth and replacements and are not the net increase, current hiring, personal hiring or an AI causal effect. |
Check three: do assignment and review leave traceable records
Check four: are go-live and changes controlled with a rollback plan
Check five: are data security and access and personal information processing carried out as required
Check six: are budget and vendor and contracts approved and documented under organizational policy
Project management and ticketing and service desk and document and collaboration tools;
The current HotTechnology list gives 59 U.S. 2025 hiring software keywords, with visible shares Azure9%, AWS8%, SQL/Office/Python/Excel each 4%, PowerPoint/SAP each 3%, JIRA/Tableau each 2%; the first 2 are marked InDemand, and the rest include under 1% or Not available. Currently visible shares are not retained to two decimal places; hiring mention rates are not adoption rates, proficiency, AI usage or management ability.
Multiple reasonable approaches are allowed; if you consider some information insufficient to judge on, state explicitly the parts that are insufficient and the additional information needed.
The requirements and budget and process and authority given in the prompt are fictitious values, used only to practice scope and plan and operations management approach.
A collaboration note: your approach to communication and documentation with business parties and the team and vendors and security or compliance positions.
| An interview is not equal to long-term management ability; whether there is also a probation assessment is verified by specific organization and position. |
| Solution and case assessment | Write the requirements and solution and resource plan and risk and go-live and acceptance arrangements for a given fictitious business scenario. | Scope and acceptance definitions, reasons for solution trade-offs, identification of risks and dependencies, monitoring and rollback arrangements. | Assessment materials differ from real complexity; results are for reference and not conclusive. |
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| Probation or observation period | Take on specific delivery or operations duties within the team and undergo process and compliance and record checks. | Whether the person records and submits per process, reports risks promptly, and how quickly they correct after problems are pointed out. | Performance during the observation period is not the ceiling of long-term ability; organization and team and resource conditions have a large influence. |
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Answer three questions: whether you are willing to repeat this; which step engaged you most; and which capability you will build next week (requirements and scope, solution and plan, operations and security, or budget and vendors).
| Complete the studies and pass the assessment |
| Insufficient evidence: fees and time are verified against the specific program |
| JobZone4 generally states that most occupations at this level require a bachelor's degree; for this occupation the actual Education responses are 48% bachelor's, 26% college without a degree, 14% master's, and this page does not map education directly to income. |
| Hands-on experience in development or systems analysis or operations | People who carry out technical and delivery work | Affects the system scope and project role one can take on | Typical BLS related experience is 5 years or more; the length and type may differ for specific positions | Accumulated through project and delivery and operations records | Insufficient evidence: fees and time are verified against the specific program | Hands-on experience is the foundation for taking on delivery and management responsibility, but it is not equal to budget and staffing authority. |
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| Training or certification related to project management and information security and data governance | People who want to demonstrate professional ability | Certification candidates; employer recognition and effects are verified item by item | No (a certification is not equal to a degree or system release authority) | Verify application, experience, examination and maintenance conditions certification by certification, not a uniform training and examination across all 82 items | Insufficient evidence: fees and time are verified against the specific program | The page provides 82 national certifications; a certification is not equal to a degree, an employer appointment, signing authority or system release authority. |
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| In-organization data security and access and audit authorization | People involved with production environments and protected data and external services | Determines which systems and data may be accessed and changed | Verify the corresponding authorization by actual duties and operational need, not a single identity condition for all IT management positions | Apply, approve and review under organizational policy | Insufficient evidence: fees and time are verified against the specific program | Access, change, audit and data processing authority are verified separately; the actually lawful processing conditions and policy apply, and masking cannot replace authorization. |
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| Procurement and vendor and contract management authorization | People involved in procurement and outsourcing and service level management | Determines which external commitments may be made | Verify the corresponding authorization by actual duties and operational need, not a single identity condition for all IT management positions | Follow the approval and price comparison and contract process under organizational policy | Insufficient evidence: fees and time are verified against the specific program | External commitments must be made within the scope of authority; this page does not replace contract and legal judgment. |
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| Budget and staffing decision authorization | People responsible for department or project budgets | Determines how resources are allocated | Verify the corresponding authorization by actual duties and operational need, not a single identity condition for all IT management positions | Obtain budget and staffing authorization under organizational policy | Insufficient evidence: fees and time are verified against the specific program | Budget and staffing authorization is determined by organizational policy; this page does not replace specific authorization judgments. |
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This page does not guarantee that any training or certification is recognized by a particular organization, and does not replace specific judgments on data security and personal information protection and procurement and contracts or legal advice.
Readiness evidence：Can present program results and vendor and budget and team records.
Credential boundary：Editor's stage candidates: verify multi-project experience and vendor and contract management experience by actual position. No representative recruitment sample supports a uniform threshold.
Next moves：Organize program and vendor management experience into a reusable plan.
Typical scope：Participate in building delivery standards and processes and vendor and quality systems.
Readiness evidence：Can present policy documents and inspection and training records.
Credential boundary：Editor's stage candidates: verify in-organization duties and long-term experience by actual position. No representative recruitment sample supports a uniform threshold.
Next moves：Organize policy-building experience into handover-ready policy text.
Typical scope：Lead information technology planning and architecture and external collaboration and major procurement.
Readiness evidence：Can present planning documents and collaboration and procurement and budget execution records.
Credential boundary：Editor's stage candidates: verify cross-domain experience and external negotiation experience by actual position. No representative recruitment sample supports a uniform threshold.
Next moves：Organize planning and collaboration experience into a reusable plan.
Typical scope：Participate in building information technology governance and compliance and audit and talent development systems.
Readiness evidence：Can present policy documents and audit and training and improvement records.
Credential boundary：Editor's stage candidates: verify in-organization duties and long-term experience by actual position. No representative recruitment sample supports a uniform threshold.
Next moves：Organize governance experience into handover-ready policy text.
NBS2025 (published 2026-05-15): in enterprises above the designated size, middle-level and above managers 210,016, professional and technical personnel 155,491, and all employed persons 106,080 yuan/person/year, which is cross-occupation pre-tax annual average wage background. The management category requires a leadership position and decision-making management authority at the unit or first-level department, and the technical category follows actual technical duties; the title of manager cannot be used to map all front-line supervisors or all units. Insufficient evidence: this round did not establish a precise Chinese occupational and national occupational wage mapping, which does not mean the official statistics lack such a category. Although the original leasing and business services figures 110162/68919 are real industry averages, they cannot represent IT management positions across industries; this round instead uses broad background from explicit duty categories, which still does not substitute for the occupational median, starting pay or monthly pay.
Does not establish：NBS2025 (published 2026-05-15): in enterprises above the designated size, middle-level and above managers 210,016, professional and technical personnel 155,491, and all employed persons 106,080 yuan/person/year, which is cross-occupation pre-tax annual average wage background. The management category requires a leadership position and decision-making management authority at the unit or first-level department, and the technical category follows actual technical duties; the title of manager cannot be used to map all front-line supervisors or all units. Insufficient evidence: this round did not establish a precise Chinese occupational and national occupational wage mapping, which does not mean the official statistics lack such a category. Although the original leasing and business services figures 110162/68919 are real industry averages, they cannot represent IT management positions across industries; this round instead uses broad background from explicit duty categories, which still does not substitute for the occupational median, starting pay or monthly pay.
Limitations：Editorial ratings use the existing occupational responsibilities and AI task analysis on this page. They are not adoption rates, measured effects, job-disappearance or personal-unemployment probabilities, or official scores from Stanford or another external institution. No measured time weights or future robot deployment are assumed.
