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SOC 13-1141 · O*NET 13-1141.00
Conduct compensation, benefits and job analysis programs for employers, and may specialize in areas such as job classification and pension plans: manage employee insurance and pension and savings plans and collaborate with insurance brokers and plan carriers; ensure the company complies with federal and state laws and complete reporting obligations; study employee benefits and health and safety practices and recommend changes to current policies; evaluate jobs to determine job classification and exempt or non-exempt status and pay levels; prepare occupational classifications and job descriptions and pay grade tables; develop and manage compensation programs such as pay-for-performance or incentive pay; conduct multi-factor data and cost analysis; collect job information through observation and interviews and questionnaires and focus groups and develop job analysis tools; advise managers and employees on state and federal employment regulations and collective agreements and benefits and compensation policies and personnel procedures and classification plans; assist in preparing and maintaining personnel records and employee handbooks and deliver training; and represent the employer or workers in negotiating collective agreements and mediating labor disputes and grievances.
Model impact index for three equally weighted representative core tasks; not a measured share of working time or a job-loss probability. floor((75+50+50)/3+0.5)=58; fermatmind-ai-impact-v1; 2026-10-18.
In one sentence: this is an occupation in which "whether you read the terms and definitions accurately, whether the data and classifications hold up to review, and whether the consultation and training are explained clearly" determines success more than individual communication skills; if you are willing to treat accuracy as a method rather than an outcome, 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), and the page's education distribution shows 86% of respondents said a bachelor's degree is required, 10% said a post-baccalaureate certificate, and 5% said a high school diploma or equivalent (the page shows only these three tiers); the page also lists 30 national certifications (such as Accredited Pension Representative, Retirement Plans Associate, Certified Sales Compensation Professional, Global Professional in Human Resources, Qualified Plan Financial Consultant, among others), but a certification is not equal to a practice license, an employer appointment, plan fiduciary status, or signing authority; reporting obligations for benefits and retirement plans, job classification and exemption determinations, and the handling of employee compensation and personal data must be confirmed item by item according to the applicable jurisdiction, regulatory requirements and employer policies; this page describes tasks and boundaries based on O*NET and public sources, and does not present education or certifications as statutory qualifications or fiduciary status.
Compensation, Benefits, and Job Analysis Specialists conduct compensation, benefits and job analysis programs for employers; they may specialize in a specific area, such as job classification and pension plans. The typical loop is to collect job, organizational, terms and market data, evaluate jobs and determine classification, exempt and non-exempt status and pay grades, administer insurance and pension and savings plans in collaboration with carriers, check and complete compliance and reporting, provide consultation and training to managers and employees, and archive and summarize analysis results and support grievances and negotiations; reporting obligations, classification determinations and the handling of employee compensation and personal data must be carried out by positions with the corresponding authority and qualifications, in accordance with the applicable jurisdiction, regulatory requirements and employer policies. The 22 tasks form a 6Core/16Supplemental occupational task pool; no single position is required to carry out all of them; one may focus on job classification or pensions, and actual approval, signing and fiduciary duties cannot be presumed merely from the title of specialist or manager. U.S. FLSA white-collar exemption cannot be determined from the job title or SOC code alone; the actual duties and applicable salary conditions must be verified; DOL17G is interpretive guidance, not a regulation with legal force. This article does not list dollar thresholds or decide any individual's exemption. U.S. ERISA fiduciary status is determined by actual function: for example discretion in plan management, asset management or control; a job title, degree or certification does not automatically confer that status. Business decisions to establish or amend a plan must be distinguished from actual implementation; verify other jurisdictions separately.
Career direction comparison
The table below compares the positions and occupations adjacent to this occupation: chief executives, administrative services managers, financial managers, compensation and benefits managers, human resources managers and human resources specialists. 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 |
|---|---|---|---|
| Chief executives | Mainly strategy and business results and external commitments. | Chief executives are responsible for overall organizational strategy and business results and external relations, and compensation, benefits and job analysis is only one of their topics; this occupation provides data and classification and execution and consultation within this specialized field. | People willing to be accountable for the results of the whole organization suit that direction; people willing to go deep in the compensation, benefits and job analysis specialty suit this occupation. |
AI impact on this career
Editor's trial candidates: on fictitious or approved materials, organize job descriptions and questionnaires, compare terms, recalculate fees and produce report and training drafts; check omissions and calculations against the original data, and record the total review time. This round obtained no empirical evidence on AI reliability, adoption, efficiency gains or job causation for this occupation. AI Impact Score 58% 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((75+50+50)/3+0.5)=58; 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
U.S. SOC13-1141.00; no one-to-one equivalent sub-class was established for China this round. Actual human resources, compensation and benefits or service organization duties must be classified independently, and a Chinese name does not constitute statistical equivalence.
Duty and authorization boundaries: reporting obligations for benefits and retirement plans, job classification and exemption determinations, and the handling of employee compensation and personal data must be carried out by positions with the corresponding authority and qualifications, in accordance with the applicable jurisdiction, regulatory requirements and employer policies; this page does not present any training or overseas certification as a Chinese statutory qualification or fiduciary status.
Insufficient evidence: no precise national wage distribution for this occupation was obtained, so no occupation-level monthly pay or percentiles are published
155,491 yuan/year (2025 annual average, not this occupation's median); use as reference when the actual position fits the professional and technical statistical classification.
U.S. salary reference
The 2025 U.S. median annual wage for this occupation is 78,210 USD and the hourly wage 37.60 USD, with 10/90 percentiles of 49,480/128,920 USD and 23.79/61.98 USD. U.S. SOC13-1141, BLS Table 1.2 (2025—2035): employment 118.1→125.2 thousand, net increase 7.1 thousand, growth 6.0%, average annual openings 9.0 thousand; that is, about 118,100→125,200 people, a net increase of 7,100 people and an average of 9,000 openings per year, which are different. The self-employed proportion is a dash (not available), not 0. The OOH integer 6% and the O*NET Faster than average (5%—6%) are display definitions; projections contain assumption error and are not annual actuals, hiring guarantees or AI causation.
| Wage statistical position | Annual wage reference | Conversion boundaries | How to understand this position |
|---|---|---|---|
| The 10th percentile | 49,480 USD/year (10th percentile; hourly 23.79 USD) | National wage percentiles, not personal monthly income or take-home pay | This percentile is used to understand the lower end of the distribution and is not used to judge entry-level wages. |
Career fit guide
The editor observes whether you are willing to verify job facts and terms, recalculate and communicate clearly; CES describes occupational activity interests, not the personality proportions of the worker population or a personal fit conclusion.
You may be better suited to： People willing to analyze using verifiable job facts and terms, able to explain the definitions clearly and document them during review and consultation, and willing to record data and conclusions and communication for review.
These situations call for caution： People who find it hard to accept having their analysis and classification reviewed, who tend to substitute departmental demands or historical practice for job facts, or who do not take employee compensation data privacy and reporting obligations 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 job analysis to classification and pay recommendations to consultation and records, then judge whether you are willing to repeat it.
Work pressure, risks and occupational boundaries
Editor's priority verification candidates: plan reporting and actual fiduciary functions, classification facts, and employee file access obtained through the position; the six cards are editorial scenarios, not risk incidence rates or rankings.
O*NET supports U.S. occupational tasks and respondent work context; DOL17G indicates that FLSA exemption depends on actual duties and salary conditions, EBSA indicates ERISA actual fiduciary functions, and NLRB indicates covered employees' discussion rights. The listed measures are editorial verification suggestions and do not replace specific regulations, plan reporting checklists or legal advice.
Typical scenario：Applying prior-year materials without verifying annual changes; keeping only oral conclusions; leaving fee and commission arrangements to a supplementary explanation afterwards.
Roles most affected：Positions responsible for benefits and retirement plan reporting and disclosure
Entry, qualifications and career development
Typical U.S. BLS entry: bachelor's degree, less than 5 years of related work experience, no typical on-the-job training; OOH states a bachelor's degree in business or a social science (such as psychology or communications) or a related field, and some employers accept additional related work experience in place of a degree. Human resources and financial accounting coursework and compensation and benefits or other HR experience are helpful; verify specific postings separately, and do not interpret "less than 5 years" as a uniform minimum. O*NET JobZone4 new-entrant education requirement responses: 86% bachelor's degree, 10% post-baccalaureate certificate, 5% high school or equivalent; the 101% total is a published rounding value, not the education of all workers or a uniform legal threshold. Certification is not uniformly required; some employers prefer it or allow it to be obtained after hire; the development stages below are editorial suggestions, not a uniform promotion path.
Career outlook and moving to related occupations
U.S. SOC13-1141, BLS Table 1.2 (2025—2035): employment 118.1→125.2 thousand, net increase 7.1 thousand, growth 6.0%, average annual openings 9.0 thousand; that is, about 118,100→125,200 people, a net increase of 7,100 people and an average of 9,000 openings per year, which are different. The self-employed proportion is a dash (not available), not 0. The OOH integer 6% and the O*NET Faster than average (5%—6%) are display definitions; projections contain assumption error and are not annual actuals, hiring guarantees or AI causation.
United States · BLS Table 1.2 SOC13-1141; O*NET current summary
Growth 6.0% (2025—2035 projection)
Employment change rate
BLS projects growth of 6.0%, and O*NET Faster than average (5%—6%); this is a current projection rather than annual actuals or AI causation, and specific organization positions are not inferred from it.
Daily work is mainly benefits plan administration and carrier collaboration, job evaluation and compensation analysis, and compliance and consultation and records and training: manage employee insurance and pension and savings plans and collaborate with insurance brokers and plan carriers; ensure the company complies with federal and state laws and complete reporting obligations; study employee benefits and health and safety practices and recommend policy changes; evaluate jobs to determine job classification and exempt or non-exempt status and pay levels; prepare occupational classifications and job descriptions and pay grade tables; develop and manage compensation programs such as pay-for-performance or incentive pay; conduct multi-factor data and cost analysis; collect job information through observation and interviews and questionnaires and focus groups; advise managers and employees on regulations and policies and procedures and deliver training; assist in preparing and maintaining personnel records and employee handbooks; and represent the employer or workers in negotiating collective agreements and mediating labor disputes and grievances. O*NET work context shows 95% use email every day, 86% have telephone conversations every day, 71% sit continuously, 86% work indoors in a controlled environment every day, 48% consider precision extremely important, and 43% work more than 40 hours per week.
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 "benefits plan administration and carrier collaboration — compliance and reporting checks — job evaluation and classification and pay structure — data and cost analysis — consultation with employees and management," and you have not verified the mandatory requirements of your jurisdiction for benefits and retirement plan reporting, exempt and non-exempt determinations, and employee compensation and personal data; this occupation's preparation level is Job Zone Four (considerable preparation), and the page's education distribution shows 86% of respondents said a bachelor's degree is required, 10% said a post-baccalaureate certificate, and 5% said a high school diploma or equivalent (the page shows only these three tiers); the occupation page marks this code as Bright Outlook, but this page does not infer individual hiring probability from that.
One-sentence verdict: Compensation, Benefits, and Job Analysis Specialists are not a "form-filling administrative role"; they conduct compensation, benefits and job analysis programs for employers, and may specialize in areas such as job classification and pension plans; O*NET defines the occupation as "conduct compensation, benefits, and job analysis programs for employers; may specialize in a specific area, such as job classification and pension plans," and its tasks rank "manage employee insurance, pension and savings plans and collaborate with insurance brokers and plan carriers" and "ensure the company complies with federal and state laws (including reporting obligations)" as the top two; this page follows the exact occupational scope of O*NET-SOC 13-1141.00.
Signals for exploring further: you are willing to work with spreadsheets, terms and rules over the long term, and you treat "data and definitions that hold up to review" as a basic requirement; O*NET work context shows 95% use email every day, 86% have telephone conversations every day, 71% sit continuously or almost continuously (29% more than half the time), 86% work indoors in an environmentally controlled setting every day, 67% have face-to-face discussions every day, 48% consider being very exact or highly accurate extremely important (52% very important), 48% have sustained contact with others (43% contact most of the time), 38% consider work with a work group or team extremely important (43% very important, 14% important), 38% consider their decisions very important to colleagues or company results (38% important, 14% moderate), 43% make decisions every day that affect others or financial resources or the organization's reputation, 43% work more than 40 hours per week (57% at 40 hours), 24% face strict deadlines every day (43% more than once a week, 29% more than once a month), 19% consider the consequences of error extremely serious (19% serious, 43% fairly serious), 52% consider repetitive tasks very important (19% extremely important, 14% important).
The work of Compensation, Benefits, and Job Analysis Specialists can be divided into three connected but distinct work areas. The first is benefits plan administration and carrier collaboration: manage employee insurance, pension and savings plans, and collaborate with insurance brokers and plan carriers; study employee benefits and health and safety practices and recommend changes or modifications to current policies; plan, implement, manage and evaluate human resources and labor relations programs such as performance reviews and affirmative action and employment equity; and coordinate with relevant institutions on the employee benefits and insurance arrangements available. The second is job evaluation and compensation analysis: develop and manage compensation programs such as pay-for-performance or incentive pay; evaluate jobs to determine job classification, exempt or non-exempt status and pay levels; prepare occupational classifications, job descriptions and pay grade tables; conduct multi-factor data and cost analysis to support scenarios such as collective bargaining agreements; evaluate and develop job analysis tools and materials; collect job, organizational and occupational information through observation, interviews and questionnaires of employees and by holding focus group meetings; study the structural and functional relationships of findings to jobs and occupations and occupational trends; and advise on the resolution of classification and pay grievances. The third is compliance, consulting and records and training: ensure the company complies with federal and state laws, including reporting obligations; advise managers and employees on state and federal employment regulations, collective agreements, benefits and compensation policies, personnel procedures and classification plans; serve as a technical liaison or provide consultation among business, industry, government and unions; assist in preparing and maintaining personnel records and employee handbooks; plan and develop training courses and materials and deliver training; plan, develop, evaluate, improve and communicate the methods and techniques used for selection, promotion, compensation, evaluation and training; prepare organizational and flow charts and career path reports to summarize job analysis, evaluation and compensation analysis information; advise employees on their individual qualifications; represent the employer or workers in negotiating collective agreements and mediate labor disputes and grievances; and organize research findings for publication in journals, books, handbooks and video. The 22 tasks form a 6Core/16Supplemental occupational task pool; no single position is required to carry out all of them; one may focus on job classification or pensions, and actual approval, signing and fiduciary duties cannot be presumed merely from the title of specialist or manager.
Conduct compensation, benefits and job analysis programs for employers, and support HR decisions with reviewable data, classification and compliance
Main counterparts among the eight neighboring occupations: chief executives set policy and coordinate top-level operations within the governance framework; administrative services managers coordinate records and information, mail and office support; financial managers coordinate accounting, investment, banking, insurance and securities activities; compensation and benefits managers plan and direct compensation and benefits activities; human resources managers coordinate personnel activities; human resources specialists recruit, screen, interview and place employees and may take on other HR matters; budget analysts examine the completeness and accuracy of budget estimates and procedural compliance and analyze budget and accounting reports; payroll and timekeeping clerks compile and record hours worked and wages and may calculate payroll deductions and payments. The main counterparts differ; this does not prove that neighboring occupations never do compensation analysis or that managers necessarily hold all final approval authority.
| Dimension | Primary track | Comparison track |
|---|---|---|
| Core purpose | Mainly an environmentally controlled indoor office setting: 86% work indoors in an environmentally controlled setting every day (14% never), 71% sit continuously or almost continuously, 95% have a regular work schedule, and 43% work more than 40 hours per week; the above are respondent distributions, not a guarantee for every position; a regular schedule does not equal a 40-hour work week. |
Manage employee insurance, pension and savings plans, and collaborate with insurance brokers and plan carriers; study employee benefits and health and safety practices and recommend changes or modifications to current policies (corresponds to the first and third O*NET tasks).
Ensure the company complies with federal and state laws, including reporting obligations (corresponds to the second O*NET task).
Evaluate jobs to determine job classification, exempt or non-exempt status and pay levels; prepare occupational classifications, job descriptions and pay grade tables; and advise on the resolution of classification and pay grievances (corresponds to the eighth, ninth and thirteenth O*NET tasks, all Supplemental).
Develop and manage compensation programs such as pay-for-performance or incentive pay; conduct multi-factor data and cost analysis to support scenarios such as collective bargaining agreements; analyze organizational and occupational and industry data to provide technical information; and study the structural and functional relationships of findings to jobs and occupations and occupational trends (corresponds to the seventh, eleventh, fifteenth and nineteenth O*NET tasks, all Supplemental).
Evaluate and develop job analysis tools and materials; collect job and organizational and occupational information through observation, interviews and questionnaires of employees and by holding focus group meetings; plan and develop the methods and techniques used for selection and promotion and compensation and evaluation and training (corresponds to the sixteenth, seventeenth and eighteenth O*NET tasks, all Supplemental).
Editor's checklist: job facts, classification regulations and grade basis, actually applicable plan reporting, file access obtained through the work, consultation messaging and vendor fee responsibility; this is not a uniform statutory operating checklist.
Check one: are the job information and classification basis drawn from verifiable job analysis data
Check two: is there a written basis for the exempt and non-exempt determination and the pay grade
Check three: are the benefits and retirement plan reporting obligations completed on time
| Administrative services managers | Mainly administration and facilities and procurement and budget execution. | Administrative services managers coordinate support functions such as administration and logistics and facilities and procurement; this occupation focuses on the data and execution and consultation of compensation, benefits and job analysis. | People willing to coordinate administration and logistics and procurement suit that direction; people willing to focus on the compensation, benefits and job analysis specialty suit this occupation. |
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| Financial managers | Mainly financial statements and funds and internal control. | Financial managers coordinate financial planning and reporting and funds and internal control; this occupation is responsible for the data and execution of compensation, benefits and job analysis, and the two interface on budget and accounting definitions. | People willing to coordinate finance and funds and reporting suit that direction; people willing to do job and compensation and benefits analysis suit this occupation. |
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| Compensation and benefits managers | Mainly plan decisions and final compliance approval and team and budget. | Compensation and benefits managers are responsible for decisions on compensation and benefits plans and final compliance approval and budget and team management; this occupation is responsible for data collection and analysis, job evaluation and classification, program execution, consultation and training. | People willing to be accountable for plan decisions and final compliance approval and budget suit that direction; people willing to do data and classification and execution and consultation suit this occupation. |
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| Human resources managers | Mainly all HR functions and HR policy. | Human resources managers coordinate recruiting and performance and employee relations and HR policy and the team; within this, this occupation focuses on the data and execution of the compensation, benefits and job analysis specialty. | People willing to coordinate all HR functions and a team suit that direction; people willing to focus on the compensation, benefits and job analysis specialty suit this occupation. |
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| Human resources specialists | Mainly HR transactional execution and procedure processing and employee service records. | Human resources specialists are responsible for executing HR matters and answering employee questions and processing procedures; this occupation, beyond transactional execution, also carries job evaluation and classification and data and cost analysis. | People willing to handle HR transactional execution and employee service suit that direction; people willing to do job and compensation analysis and classification determinations suit this occupation. |
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Six directions share some of their competencies with this occupation: data and spreadsheet skills, awareness of regulations and compliance, understanding of HR policy, and cross-department communication. The real difference lies in the scope of responsibility and the level of accountability: chief executives are accountable for overall organizational results; administrative services managers coordinate administration and logistics; financial managers are responsible for finance and funds and internal control; compensation and benefits managers carry plan decisions and final compliance approval and budget and team responsibility; human resources managers coordinate all HR functions; human resources specialists handle the execution of HR matters; and this occupation is responsible for data and classification and execution and consultation within the specialized field of compensation, benefits and job analysis. When choosing, it is advisable to first validate with one deliverable exercise in "job analysis — classification and pay recommendations — compliance and consultation points," rather than comparing titles first.
Moving from this occupation to an adjacent direction usually requires filling in new competencies and qualifications: the management direction requires experience covering plan decisions and final compliance approval and budget and team management; the administrative services direction requires administration and facilities and procurement management experience; the finance direction requires systematic training and experience in accounting and financial reporting and funds and internal control; the human resources manager direction requires experience covering all functions of recruiting and performance and employee relations; the human resources specialist direction is more transactional. Job analysis and data and compliance and communication skills can transfer, but the level of accountability and the professional qualifications 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.
Technical ability must be tested against specific tools; the editor may trial drafts for job descriptions, questionnaire organization, terms comparison and fee recalculation, but this round has no reliability benchmark for this occupation, so it cannot be asserted which type is already more reliable. Job facts and exemption and benefit conclusions are verified by the actual responsible positions.
Actual adoption must be backed by organizational or occupational evidence; this round obtained 2025 U.S. hiring software keyword mention statistics but did not obtain generative AI adoption rates or a time series of system investment, so Workday, spreadsheets or automated answers cannot be taken as evidence of sustained generative AI investment.
U.S. SOC13-1141, BLS Table 1.2 (2025—2035): employment 118.1→125.2 thousand, net increase 7.1 thousand, growth 6.0%, average annual openings 9.0 thousand; that is, about 118,100→125,200 people, a net increase of 7,100 people and an average of 9,000 openings per year, which are different. The self-employed proportion is a dash (not available), not 0. The OOH integer 6% and the O*NET Faster than average (5%—6%) are display definitions; projections contain assumption error and are not annual actuals, hiring guarantees or AI causation.
| Work area | Task | Current change | Human control point |
|---|---|---|---|
| Benefits plan administration and carrier collaboration | Manage employee insurance and pension and savings plans and collaborate with insurance brokers and plan carriers | Terms comparison and fee calculation can be assisted; responsibility for reporting and disclosure definitions remains with people | Confirm that the matter's objectives, applicable regulations, data scope and authority bottom line have been written down. |
| Job evaluation and compensation analysis | Collect job and organizational information through observation and interviews and questionnaires and focus groups | Questionnaire and text organization can be assisted; judgment of job facts remains with people | Confirm that the method of collecting job information and the sample and timing are specified. |
| Job evaluation and compensation analysis | Evaluate jobs to determine job classification and exemption status and pay levels | Factor comparison can be assisted; the determination and final decision remain with people | Confirm that the basis for the classification and exempt and non-exempt determination and the approval path are written down. |
| Compliance and consultation and records and training | Ensure the company complies with federal and state laws and completes reporting obligations | Checklist and material organization can be assisted; compliance judgment remains with people | Confirm that the list of reporting and disclosure obligations and the deadlines are covered. |
| Compliance and consultation and records and training | Provide managers and employees with consultation on regulations and policies and procedures, and deliver training | Material and answer-library drafts can be assisted; explanations and commitments remain with people | Confirm that the consultation and training material messaging has been approved by an authorized position. |
| Compliance and consultation and records and training | Assist in preparing and maintaining personnel records and employee handbooks and summarize analysis results | Version comparison and archiving can be assisted; updating and publishing remain with people | Confirm that the version and update responsibility of personnel records and handbooks are specified. |
| Compliance and consultation and records and training | Represent the employer or workers in negotiating collective agreements and mediate labor disputes and grievances | Terms and log organization can be assisted; the negotiating and mediation position remains with people | Confirm that collective agreement and grievance and mediation matters are handled within the scope of authority. |
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 are compared editorially by actual task structure; the table below shows trial candidates and the responsibilities that must be reviewed, and does not claim that AI has already changed or replaced the order.
AI primarily changesOrganize benefits and retirement plan terms and fees and employee communications, and produce drafts of price comparison and reporting materials.
Human responsibility remainsJudge whether the reporting and disclosure scope is covered, confirm the scope of employee data use and the boundaries of carrier coordination, and be accountable for compliance and employee rights.
AI primarily changesOrganize job descriptions and interview and questionnaire data, and produce drafts of classification and grade and cost estimates.
Human responsibility remainsJudge whether the job facts are sufficient, determine exempt and non-exempt and grade and structure, and be accountable for the classification basis and internal equity.
AI primarily changesOrganize consultation and training materials and personnel records and grievance logs and summarize analysis results.
Human responsibility remainsMake explanations and commitments in consultation and Q&A and handle compensation and personal data within authority, and be accountable for consistent messaging and grievance outcomes.
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 compliance and reporting requirements of the applicable regulations and employer policies themselves.
Clarify the objectives of this round's job or benefits matter, the applicable regulations, the available data scope and authority, and the bottom line for compliance and disclosure and escalation.
Editor's trial step: use approved materials to produce drafts for organization, comparison, calculation and reporting, record the inputs, formulas and version and recalculate; do not assume the tool has completed it correctly.
Review by yourself together with compliance or legal or your supervisor: whether the job facts are sufficient, whether the basis for classification and exemption and grade holds, whether reporting and disclosure are covered, and whether compensation and personal data are handled within authority.
The editor recommends retaining sources, calculations, approvals and communication versions by actual use and policy; storage periods and access requirements are verified separately and are not claimed to be a uniform statutory list.
The actual authorized staff review the reporting, classification and benefit conclusions within the scope of their duties; tools do not confer authority, and the specific duties of individuals and service providers are verified by jurisdiction, function and contract.
Automatically generated job classification or terms comparison conclusions may overlook differences in job facts and applicable conditions; adopting them directly without verifying the original materials leads to classification and disclosure errors.
Control: Rely only on traceable job data and terms and applicable regulations; for uncertain points, first go back to the original materials and retain the verification process and conclusion.
Providing employee files obtained through the work to external tools without verifying authority may cause leakage or compliance risk. This refers to identifiable employee files obtained through the work; first verify the jurisdiction, purpose, access and export authority, service contracts and tool licenses, then minimize or de-identify as actually required; de-identification does not automatically authorize external uploads. The file-access requirement must not be interpreted as employees being generally prohibited from discussing their own pay; the NLRB General Counsel page states that the NLRA covers protected employee discussions of wages and working conditions, but this is not a Board adjudication or a rule applicable to all personnel.
Control: First verify the purpose, data scope, tool license and service contract, then choose a controlled system or de-identify as required; de-identification must not be treated as the entire condition of lawfulness.
Treating tool-generated classification or compliance conclusions directly as final decisions conceals differences in job facts and applicable conditions.
Control: Fix job fact verification and compliance judgment as human preconditions, use tools only for organizing and drafting, and keep traceable records.
Drawing conclusions directly from automatically aggregated job or compensation data may conceal differences in sample and definitions and positions.
Control: State the data source and time and definitions and the person who executed it, annotate the applicable scope of the conclusions and retain the original records, and have classification and compensation conclusions confirmed by authorized positions.
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 the classification basis and compliance and employee rights.
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 build solid foundations in job analysis methods, compensation and benefits terms and definitions, data and cost accounting, and compliance reporting; then learn to use spreadsheets and HR systems and data tools as aids; do not treat tool output directly as a classification determination or compliance conclusion, and do not skip verification against the original job data and terms.
Use tools for organizing job description text and aggregating questionnaire data and drafting grade estimates, but keep job fact verification, exempt and non-exempt determinations and final grade decisions with yourself and authorized positions, and retain samples and the basis per policy.
Editor's trial candidates: terms comparison, fee recalculation, report and employee communication drafts; verify term exceptions, plan scope, disclosure obligations and actual authority, and do not assume efficiency gains.
Editor's trial candidates: training materials, an answer library and record drafts; verify version, applicable employees and authority item by item, and do not assume the tool improves consistency or let drafts make benefit commitments.
It cannot be inferred that way. The core tasks of this occupation include collecting job information and making classification determinations, finalizing exempt and non-exempt and grade decisions, reporting and disclosure for benefits and retirement plans, and consultation and training for managers and employees; these steps rely on professional judgment, institutional authorization and accountability.
Source: O*NET 13-1141.00 tasks and work activities; ILO exposure indexOriginal source ↗
Typical U.S. BLS entry: bachelor's degree, less than 5 years of related work experience, no typical on-the-job training; OOH states a bachelor's degree in business or a social science (such as psychology or communications) or a related field, and some employers accept additional related work experience in place of a degree. Human resources and financial accounting coursework and compensation and benefits or other HR experience are helpful; verify specific postings separately, and do not interpret "less than 5 years" as a uniform minimum. O*NET JobZone4 new-entrant education requirement responses: 86% bachelor's degree, 10% post-baccalaureate certificate, 5% high school or equivalent; the 101% total is a published rounding value, not the education of all workers or a uniform legal threshold. Hot Tech refers to hiring keywords, not a uniform programming threshold; some employers prefer certification, but it cannot be asserted that it determines every opportunity.
Source: O*NET 13-1141.00 tasks and work activities; O*NET technology list 13-1141.00Original source ↗
Editor's trial candidates: on fictitious or approved materials, organize job descriptions and questionnaires, compare terms, recalculate fees and produce report and training drafts; check omissions and calculations against the original data, and record the total review time. This round obtained no empirical evidence on AI reliability, adoption, efficiency gains or job causation for this occupation. The editor lists job facts, exemption judgments and benefit commitments as items the actual responsible positions must verify, and provides no prediction of the order of impact.
Source: O*NET 13-1141.00 tasks and work activities; ILO exposure indexOriginal source ↗
U.S. SOC13-1141, BLS Table 1.2 (2025—2035): employment 118.1→125.2 thousand, net increase 7.1 thousand, growth 6.0%, average annual openings 9.0 thousand; that is, about 118,100→125,200 people, a net increase of 7,100 people and an average of 9,000 openings per year, which are different. The self-employed proportion is a dash (not available), not 0. The OOH integer 6% and the O*NET Faster than average (5%—6%) are display definitions; projections contain assumption error and are not annual actuals, hiring guarantees or AI causation.
Source: O*NET national employment trends page (13-1141.00)Original source ↗
Tools do not confer authority to make reporting, fiduciary, classification or benefit commitments; the obligations of actual staff and service providers are verified jurisdiction by jurisdiction and by function and contract. U.S. FLSA white-collar exemption cannot be determined from the job title or SOC code alone; the actual duties and applicable salary conditions must be verified; DOL17G is interpretive guidance, not a regulation with legal force. This article does not list dollar thresholds or decide any individual's exemption. U.S. ERISA fiduciary status is determined by actual function: for example discretion in plan management, asset management or control; a job title, degree or certification does not automatically confer that status. Business decisions to establish or amend a plan must be distinguished from actual implementation; verify other jurisdictions separately.
Source: O*NET 13-1141.00 tasks and work activities; applicable regulations and employer policiesOriginal source ↗
This round obtained no reliable research supporting a disappearance year for this occupation, so no date is provided; the actual technology, institutional and duty changes of a target position can be verified.
Source: Editor's note for this pageOriginal source ↗
Suggested priority order: first build solid skills in job analysis methods, terms and definitions, data and cost accounting, and compliance reporting, then learn to use spreadsheets and HR systems and data tools as aids; at the same time limit the use of generative AI to data and materials and record drafts, and do not use it to replace classification determinations, compliance and disclosure judgments, or substantive commitments in employee consultation.
Source: O*NET technology list 13-1141.00 (technology keywords); NIST AI RMF 1.0Original source ↗
The editor's learning suggestions still rest on job analysis, understanding of regulations and terms, recalculation and communication; trial tool drafts within the approved scope and check the total time. The sources do not prove that AI has significantly changed this occupation or that all responsibilities will remain unchanged; actual authority and the duties of staff and service providers are verified jurisdiction by jurisdiction.
94,936 yuan/year (2025 annual average, not this occupation's median); use as reference when the actual position fits the clerical and business affairs statistical classification. In the leasing and business services industry the same two broad positions are 149,542 and 88,460 yuan, matching only employers above the designated size in that industry.
NBS2025: for enterprises above the designated size, professional and technical personnel averaged 155,491 yuan per year and clerical and related personnel 94,936 yuan; use these as background only when an actual position respectively falls into those broad statistical categories, and do not classify by the title of "specialist." The professional and technical category includes economics and finance professionals, and the clerical category includes administrative and business affairs, among others; both span occupations and are not this occupation's median, starting pay, monthly pay or take-home pay. In the leasing and business services industry the same two broad positions are 149,542 and 88,460 yuan respectively, matching only employers above the designated size in that industry. NBS2025 wage data, published 2026-05-15: pre-tax, including individual withholdings, for legal-person units with 5 or more urban employees; the broad-position reference on this page is further limited to enterprises above the designated size, covering 16 industry categories. Sole proprietorships, self-employed workers and capital gains such as dividends on shares and proceeds from cashing out equity incentives are excluded; for project-based or outsourced arrangements, verify the actual personnel and wage coverage, and do not exclude wholesale by name. Insufficient evidence: no precise national wage distribution for this occupation in China or one-to-one equivalent occupational mapping was established in this round; this does not mean the official statistics were never published.
| Preparation background | Position direction | Notes and verification suggestions |
|---|---|---|
| A degree in human resources or business or finance or statistics or a related field | Human resources and compensation and benefits positions in employers, and HR service organizations | Editor's preparation candidates: verify the target position's specialty, experience and data tasks; this round has no representative Chinese recruitment sample proving nationwide common conditions, and income is not inferred from education. |
| Experience in HR operations or compensation and benefits support positions, and data analysis experience | Job evaluation and compensation analysis direction, benefits and retirement plan support direction | Editor's comparison candidates: verify the data and systems and compliance experience required by the plan or shared-services duties, and do not claim that a particular background is more valued nationwide. |
| Professional certification and compliance and reporting related training | Compensation compliance and audit support direction, HR shared services direction | Editor's check: check whether the target position requires certification or training, and verify the current conditions institution by institution; there is no evidence of a uniform national requirement. |
| Requirements for employee compensation and personal data and privacy protection | Data governance and people analytics direction | Editor's summary: the handling of compensation and employee data must follow the applicable regulations and employer policies; this page does not present any training or overseas certification as a statutory qualification. |
When comparing positions, first check industry, size, actual duties, region and pay structure; the two broad-position averages cannot be ranked as an individual's high or low income.
Editor's verification candidates: check whether the actual industry, employer and position carry data, terms and reporting support; verify budgets or annual scheduling separately, and do not claim a nationwide common demand in China.
Editor's summary: mainly job analysis and classification and employee service, delivered according to policy and project requirements.
Editor's summary: mainly benchmarking and plan support and outsourcing delivery, carried out according to client and compliance requirements.
The editor may trial data and record tools; this round has no causal evidence on AI and wages for this occupation in China, and no precise wage classification mapping was established.
| The 50th percentile | 78,210 USD/year (2025 median) | National wage percentiles, not personal monthly income or take-home pay | The median is the midpoint of a distribution; it is not the same as the "average," and it does not represent the actual income of most people. |
|---|
| The 90th percentile | 128,920 USD/year (90th percentile; hourly 61.98 USD) | National wage percentiles, not personal monthly income or take-home pay | This percentile describes the upper position of the distribution and cannot be used to infer the income of positions in a particular industry or at a management level. |
|---|
Pay · 10th percentile：49,480 USD/year (hourly 23.79 USD)；The 10th percentile. This percentile means 10% of employed workers earn no more than this value； it is not starting pay on entry.；O*NET national wage percentile page (13-1141.00)
Pay · 25th percentile：60,890 USD/year (hourly 29.28 USD)；The 25th percentile. A percentile describes a position in the distribution, not a seniority level.；O*NET national wage percentile page (13-1141.00)
Pay · median：78,210 USD/year (hourly 37.60 USD)；The 2025 median wage is 78,210 USD, with an hourly wage of 37.60 USD； the full table labels it Median, and the summary "on average" does not prove the mean is the same. It is not starting pay on entry； OEWS excludes the self-employed, and company wages cannot be excluded merely on the basis of owner status.
Pay · 75th percentile：100,400 USD/year (hourly 48.27 USD)；The 75th percentile. Higher income does not automatically correspond to a position in a particular industry or at a management level.；O*NET national wage percentile page (13-1141.00)
Pay · 90th percentile：128,920 USD/year (hourly 61.98 USD)；The 90th percentile is the upper position of the national distribution； it aggregates differences such as industry and region across the covered population, but does not provide independent distributions for each subgroup； it is not a maximum or a guarantee of individual income.
No. The median describes the middle position of all employed workers in the statistical period, and the 10th percentile of 49,480 USD cannot be treated as entry-level starting pay either; entry pay also depends on industry and organization size and region and job level.
OEWS converts annual and hourly wages by method, and the standard 2,080 hours is not an individual's paid hours; the official median hourly wage is 37.60 USD. OOH states that most work full time; this round has no evidence on the prevalence of project-based or outsourced arrangements, and the absence of individual hours and benefit arrangements means individual annual pay, monthly income or after-tax earnings cannot be inferred.
The percentiles and median come from the BLS OEWS 2025 wage data displayed on the O*NET page for this occupation (13-1141.00 exact occupational scope); a percentile is a statistical position and does not represent an individual's ability level.
When the editor compares offers, industry, region, actual duties, organization level, hours and benefit structure must be verified; this round obtained no evidence that certification causes wage changes, and income is not inferred from certification.
| Industry | 2025 median wage for this occupation in the industry | How to understand this value |
|---|---|---|
| Management of companies and enterprises | 84,240 USD/year (2025 median for this occupation in the industry) | May 2025 median annual wage for this occupation in that industry, not a distribution by organization level or company size |
| Professional, scientific and technical services | 84,000 USD/year (2025 median for this occupation in the industry) | May 2025 median annual wage for this occupation in that industry, not the occupational average across all industries |
| Local government (excluding education and hospitals) | 79,480 USD/year (2025 median for this occupation in the industry) | May 2025 median annual wage for this occupation in that industry, not all government categories |
| Insurance underwriting and related activities | 74,660 USD/year (2025 median for this occupation in the industry) | May 2025 median annual wage for this occupation in that industry; OOH separately lists 71,470 USD for health care and social assistance |
OEWS covers salaried full-time and part-time employees and excludes the self-employed and unincorporated owner-partners; coverage is determined by the survey method. Industry and organization size and region are verified separately against specific positions and the corresponding group wages, and coverage is not explained by unverified ranges.
O*NET work context shows 43% work more than 40 hours per week, 24% face strict deadlines every day (43% at least once a week but not every day, 29% at least once a month but not every week), and 19% consider the consequences of error extremely serious (19% serious, 43% fairly serious); specific budgets, benefits renewals and reporting schedules should be verified with the target employer, and the respondent deadline distribution is not attributed to a uniform cycle. The above are respondent distributions, not a guarantee for every position; a regular schedule does not equal a 40-hour work week.
O*NET current industry employment composition: finance and insurance 26%, government 13%, professional, scientific and technical services 13%, management of companies and enterprises 11%, other 37% (including administrative support services and educational services). This is the share of industry employment, not wages or an individual's chance; the OOH figures of 20% in insurance underwriting and 7% in local government are narrower categories and are not to be added together.
U.S. SOC13-1141, BLS Table 1.2 (2025—2035): employment 118.1→125.2 thousand, net increase 7.1 thousand, growth 6.0%, average annual openings 9.0 thousand； that is, about 118,100→125,200 people, a net increase of 7,100 people and an average of 9,000 openings per year, which are different. The self-employed proportion is a dash (not available), not 0. The OOH integer 6% and the O*NET Faster than average (5%—6%) are display definitions； projections contain assumption error and are not annual actuals, hiring guarantees or AI causation.
U.S. SOC13-1141, BLS Table 1.2 (2025—2035): employment 118.1→125.2 thousand, net increase 7.1 thousand, growth 6.0%, average annual openings 9.0 thousand； that is, about 118,100→125,200 people, a net increase of 7,100 people and an average of 9,000 openings per year, which are different. The self-employed proportion is a dash (not available), not 0. The OOH integer 6% and the O*NET Faster than average (5%—6%) are display definitions； projections contain assumption error and are not annual actuals, hiring guarantees or AI causation.
Current openings include growth and replacements and are not the net annual increase； the published net increase across the period is about 7,100 people.
Which Holland interest type suits compensation, benefits and job analysis specialists better?
Occupational activity interests CES: C80/E73/S44/I40/A7/R5, not the personality proportions of the worker population. The top five work activities are judging compliance 82, obtaining information 81, communicating with supervisors and peers and subordinates 80, using computers 80, analyzing data 79; recording and interpreting also exist but are not in the top five.
Do not use it this way: O*NET's current 21 work styles provide Impact: attention to detail 92, dependability 82, integrity 70, caution 64, achievement/effort 59, inquisitiveness 55, cooperation 54, self-control 46, adaptability/flexibility 42, self-confidence 42, social orientation 42, initiative 38, sincerity 34, persistence 33, stress tolerance 32, leadership 30, empathy 29, tolerance for ambiguity 28, innovation 25, humility 17, optimism 14; not a personal scale, worker proportions or a hiring threshold. The editor observes that facts and terms and recalculation are verified first, and personal judgments are not made from the scores.
Test my Holland occupational interestsWhich Big Five traits are more relevant to this job?
Editors' self-observation may use conscientiousness to describe recalculation and record-keeping, extraversion to describe proactive communication, and emotional stability to describe handling under disputes; this round has no Big Five predictive validity or hiring threshold for this occupation, and it does not assert that traits cause work quality or the ability to learn skills.
Caution: relaxing the classification or grade basis to accommodate a department's demands directly amplifies risk in internal equity and compliance reviews.
Which MBTI type suits compensation, benefits and job analysis specialists best?
Interest orientation: the occupation page's interest code is CES (Conventional, Enterprising, Social), and the daily tasks are mainly benefits plan administration and carrier collaboration, job evaluation and compensation analysis, and compliance and consultation and records and training.
Do not use it this way: This page does not use MBTI type to judge admission or give recruitment screening advice; no occupational predictive validity was verified this round, and actual conditions should be checked against employer postings.
Understand my MBTI preferencesWhich Enneagram type suits compensation, benefits and job analysis specialists better?
This round obtained no evidence of Enneagram predictive validity for this occupation, and entry is not decided by type; editors may observe using fictitious job materials, benefits terms and fee data to form reviewable recommendations.
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 compensation, benefits and job analysis specialist?
O*NET currently has 33 knowledge items, the top five being personnel HR81, English 74, customer and personal service 70, mathematics 69, administration and management 64; 52 ability items, led by oral expression 75, oral comprehension 72, written comprehension 72, deductive reasoning 66, inductive reasoning 66, problem sensitivity 66, followed by speech clarity 63, information ordering 60, written expression 60. These are occupational Importance ratings, not personal IQ or a threshold for every position.
Do not use it this way: Caution: relying on historical practice over the long term without building up job analysis tools and records will expose risk during classification reviews, compliance checks and staff turnover; fixing the process and the documentation is the sustainable approach.
Understand my intelligence and reasoning performanceDo compensation, benefits and job analysis specialists need high emotional intelligence?
This occupation has high communication and coordination requirements: O*NET work context shows 95% use email every day, 86% have telephone conversations every day, 67% have face-to-face discussions every day (29% more than once a week but not every day), 48% have sustained contact with others (43% contact most of the time), 38% consider work with a work group or team extremely important (43% very important, 14% important), 29% consider coordinating or leading others very important (38% important, 14% fairly important), and 38% consider dealing with external customers or the public very important; job analysis interviews and consultation and training all depend on communication with multiple parties. The above are respondent distributions, not a guarantee for every position; a regular schedule does not equal a 40-hour work week.
Do not use it this way: Caution: omitting terms comparison or compliance review or documentation to meet a reporting or renewal deadline creates both compliance and trust risk.
Fits better when: Suitability signal: willingness to be accountable for the organization's overall strategy and business results and external relations.
Watch for: Caution signal: this direction covers all functions, and compensation, benefits and job analysis is only one of its topics.
Explore related career: Chief executivesFits better when: Editor's suitability signal: willingness to coordinate records and information, mail and office support services; specific facilities and procurement duties are verified separately.
Watch for: Administrative services managers mainly coordinate office support; their definition does not rule out their also taking on compensation or job analysis, and facilities management is a separate occupational category.
Explore related career: Administrative services managersFits better when: Suitability signal: willingness to coordinate financial planning and reporting and funds and internal control.
Watch for: Caution signal: this direction is mainly finance and funds and internal control, a different professional path from compensation analysis.
Explore related career: Financial managersFits better when: Editor's suitability signal: willingness to plan and direct compensation and benefits activities and coordinate plans and teams; specific final approval and budget authority depends on the actual position.
Watch for: Managers' main task level differs; a job title does not automatically confer all final approval, fiduciary or signing authority.
Explore related career: Compensation and benefits managersFits better when: Suitability signal: willingness to coordinate recruiting and performance and employee relations and HR policy and the team.
Watch for: HR managers mainly coordinate personnel activities; the specific modules and depth of analysis are verified by organization, and it is not claimed that every position covers all modules.
Explore related career: Human resources managersFits better when: Editor's suitability signal: willingness to recruit, screen, interview and place personnel and perform other HR work; the actual modules depend on the position.
Watch for: HR specialists may take on other HR matters; it cannot be inferred from the title that job evaluation or cost analysis occupies a smaller share.
Explore related career: Human resources specialistsNo. Reducing an occupation to "the one most suitable personality" conceals real differences: the division of work varies greatly between finance and insurance and government and professional services organizations and outsourcing providers. A more useful approach is to validate with one deliverable job analysis and consultation plan exercise.
Yes. This occupation is mainly data and documents and communication; O*NET work context shows 86% work indoors in an environmentally controlled setting every day, 95% have a regular schedule, 76% stand less than half the time, and 52% work somewhat close to others; introverts can build a reliable way of working through structured interview guides and written materials and asynchronous communication, but job analysis interviews and consultation and training require a great deal of proactive communication.
Yes. Extraversion itself is neither an advantage nor a disadvantage; what matters is whether you can explain the conclusions clearly within the data and compliance definitions and document them; if you prefer collaboration and influence, you can focus on consultation and training and employee communication tasks.
This round obtained no research evidence that a particular MBTI type suits this occupation better, so no ranking is provided.
Top three occupational activity interests CES: C80/E73/S44; not the worker personality proportions, a personal score or a hiring threshold.
This round obtained no research on the association between personality scales and performance in this occupation, or on hiring thresholds; personal assessment scores are not used to predict hiring, and work style Impact also provides no scale validity.
This occupation has a substantive requirement for quantitative and analytical ability: the O*NET knowledge list includes mathematics and economics and accounting and administration and management, and the ability list includes deductive reasoning and information ordering and written comprehension; multi-factor data and cost analysis and pay grade calculation require reliable quantitative understanding.
This occupation places prominent demands on precision and pressure: O*NET work context shows 48% consider being very exact or highly accurate extremely important (52% very important), 43% work more than 40 hours per week, 24% face strict deadlines every day (43% more than once a week but not every day, 29% more than once a month but not every week), 19% consider the consequences of error extremely serious (19% serious, 43% fairly serious), 14% deal more than once a week but not every day with unpleasant or angry or discourteous people, and 14% face conflict situations more than once a week but not every day; making definitions verification and review and documentation a habit is a skill that can be practiced. The above are respondent distributions, not a guarantee for every position; a regular schedule does not equal a 40-hour work week.
This round has no evidence of Enneagram predictive validity for fit in this occupation, and no entry decision is made on that basis.
Judge by deliverables: can you write classification and grade recommendations from a fictitious job description and interview notes; can you write comparison and fee and reporting points for a fictitious benefits clause; can you write a one-page analysis note stating the boundaries of compliance and data authority and consultation messaging. Whichever type of task you are willing to repeat is the direction more worth trying.
Possible consequence：If the reporting or disclosure of an actually applicable plan is omitted, it may affect the discharge of duties and participants' information; the specific obligations, penalties or consequences for this plan were not verified, and not all specialists are treated as plan fiduciaries. U.S. ERISA fiduciary status is determined by actual function: for example discretion in plan management, asset management or control; a job title, degree or certification does not automatically confer that status. Business decisions to establish or amend a plan must be distinguished from actual implementation; verify other jurisdictions separately.
How to reduce risk：The editor recommends first verifying the jurisdiction, plan type, responsible party, actual reporting and disclosure and deadlines; file only when filing is required. Keep applicable records of commission and fee communications and refer complex matters to authorized staff; this round obtained no reporting checklist common to all plans.
Evidence：cs-review-onet-details · cs-review-ebsa · editorial
Typical scenario：Substituting a department head's opinion for job facts; carrying over historical classifications without verifying changes in duties; adjusting a grade first and backfilling the basis later.
Roles most affected：Positions responsible for job evaluation and classification
Possible consequence：Classification and exempt or non-exempt determinations that lack job facts and tool records create risk in internal equity and compliance review and undermine the credibility of the pay structure.
How to reduce risk：The editor recommends first observing interviews and questionnaires to verify job facts and keep applicable records, then judging under the actual regulations and organizational policies; refer borderline cases to legal or compliance. U.S. FLSA white-collar exemption cannot be determined from the job title or SOC code alone; the actual duties and applicable salary conditions must be verified; DOL17G is interpretive guidance, not a regulation with legal force. This article does not list dollar thresholds or decide any individual's exemption.
Evidence：cs-review-onet-details · cs-review-flsa · editorial
Typical scenario：Editor's error scenarios: exporting employee files obtained through the work without authorization, using a complete table for unrelated purposes, or handing them to an external service without verifying permission; employees discussing their own pay is not listed wholesale as an error.
Roles most affected：Positions responsible for sharing employee compensation and personal data
Possible consequence：Identifiable employee compensation and personal data spread through unauthorized channels or provided externally on too broad a scope creates both privacy and compliance risk.
How to reduce risk：This refers to identifiable employee files obtained through the work; first verify the jurisdiction, purpose, access and export authority, service contracts and tool licenses, then minimize or de-identify as actually required; de-identification does not automatically authorize external uploads. The file-access requirement must not be interpreted as employees being generally prohibited from discussing their own pay; the NLRB General Counsel page states that the NLRA covers protected employee discussions of wages and working conditions, but this is not a Board adjudication or a rule applicable to all personnel.
Evidence：cs-review-nlrb · editorial
Typical scenario：Giving different definitions across channels; glossing over complex rules with simplified wording; not recording or following up on employee objections.
Roles most affected：Positions responsible for consultation and training
Possible consequence：Consultation and training messaging provided to managers and employees that is inconsistent or beyond one's own authority causes misleading information and repeat grievances and undermines institutional credibility.
How to reduce risk：Consultation and training materials are used after approval by an authorized position, with consistent messaging and retained version and time records; questions beyond authority are recorded and referred onward, without on-the-spot commitments; important communications retain a written version.
Evidence：cs-review-onet-details · editorial
Typical scenario：Substituting oral explanations for policy texts; not issuing versions when updating a handbook; leaving grievance outcomes to be recorded afterwards.
Roles most affected：Positions responsible for records and handbooks and grievance handling
Possible consequence：Confused versions of personnel records and employee handbooks, or grievance handling without records, make policy enforcement and labor dispute argumentation untraceable.
How to reduce risk：Archive personnel records and employee handbooks by version and effective date and map them to update responsibility; keep written records and the basis for handling in grievance and mediation processes; manage materials containing personal information according to authority.
Evidence：cs-review-onet-details · editorial
Typical scenario：Giving conclusions without definitions; splicing different samples into a single conclusion; using analysis results beyond their applicable scope.
Roles most affected：Positions responsible for presenting data and cost analysis
Possible consequence：Multi-factor data and cost analysis with unclear definitions or samples misleads negotiation and budget decisions and affects internal equity judgments.
How to reduce risk：State the data source and sample and definitions and time and applicable scope in the analysis and report; annotate the premises and uncertainty of conclusions; have important conclusions reviewed by an authorized position before external use.
Evidence：cs-review-onet-details · editorial
Qualification boundary: education, on-the-job training, professional certifications, licenses and job authorization must be verified separately. The page provides 30 national certifications (such as Accredited Pension Representative, Retirement Plans Associate, Certified Sales Compensation Professional, Global Professional in Human Resources, Qualified Plan Financial Consultant, and others), but a certification is not equal to a practice license, an employer appointment, plan fiduciary status or signing authority; reporting and disclosure obligations, job classification and exemption determinations, and employee compensation and personal data protection must be carried out under the applicable jurisdiction, regulatory requirements and employer policies; this page does not present education or certifications as statutory qualifications or fiduciary status.
| Entry-level position | What you mainly do early on | What the editor suggests observing | How to prove it without experience | Difference from other directions |
|---|---|---|---|---|
| HR or compensation support (under guidance) | Complete data organization and terms comparison and records and employee Q&A referral under guidance and follow data authority requirements. | Whether data handling is accurate, records are complete, and anomalies are reported promptly. | Prove it with de-identified data and records and mentor feedback. | Support and specialist tasks may overlap; actual classification and consultation authority is verified position by position and cannot be ruled out wholesale by title. |
| Specialist (independently responsible for a module) | Independently complete routine job information collection and classification recommendations and compensation and benefits calculation and reporting materials with complete records. | Sufficiency of the basis, consistency of definitions and calculations, compliance review and documentation, communication effectiveness. | Prove it with job analysis records and calculations and reports and consultation records. | The actual decision-making, final approval and budget duties of specialists or managers depend on the organization; do not presume from the title that all specialists lack authority. |
| Senior specialist or project lead | Lead cross-department job evaluation and pay structure projects and benefits coordination and training projects and mentor new colleagues. | Achievement of project goals, quality of the basis and compliance, vendor and carrier coordination, training coverage. | Prove it with project and compliance and coordination and training records. | Whether senior or project positions manage teams and budgets and make commitments is verified position by position, and is not ruled out by title. |
| Compensation and benefits governance and compliance position | Participate in building job analysis and compensation and benefits governance and compliance and data governance and training systems. | Policy documents and implementation, review and inspection findings, training and disclosure coverage. | Prove it with policy documents and inspection and training and disclosure records. | Compared with business analysis positions, it focuses on governance and compliance rather than a single project. |
| General management position in human resources or finance | Responsible for coordinating the HR or finance function together with its people and budget and external cooperation. | Function indicators and budget and people and compliance and external collaboration results. | Prove it with function planning and budget and appraisal and compliance records. | Compared with analysis positions, it adds responsibility for people and budget and external commitments. |
Typical U.S. BLS entry: bachelor's degree, less than 5 years of related work experience, no typical on-the-job training; OOH states a bachelor's degree in business or a social science (such as psychology or communications) or a related field, and some employers accept additional related work experience in place of a degree. Human resources and financial accounting coursework and compensation and benefits or other HR experience are helpful; verify specific postings separately, and do not interpret "less than 5 years" as a uniform minimum. O*NET JobZone4 new-entrant education requirement responses: 86% bachelor's degree, 10% post-baccalaureate certificate, 5% high school or equivalent; the 101% total is a published rounding value, not the education of all workers or a uniform legal threshold.
Certification is not uniformly required; verify the specific posting
U.S. ERISA fiduciary status is determined by actual function: for example discretion in plan management, asset management or control; a job title, degree or certification does not automatically confer that status. Business decisions to establish or amend a plan must be distinguished from actual implementation; verify other jurisdictions separately.
U.S. FLSA white-collar exemption cannot be determined from the job title or SOC code alone; the actual duties and applicable salary conditions must be verified; DOL17G is interpretive guidance, not a regulation with legal force. This article does not list dollar thresholds or decide any individual's exemption. This refers to identifiable employee files obtained through the work; first verify the jurisdiction, purpose, access and export authority, service contracts and tool licenses, then minimize or de-identify as actually required; de-identification does not automatically authorize external uploads. The file-access requirement must not be interpreted as employees being generally prohibited from discussing their own pay; the NLRB General Counsel page states that the NLRA covers protected employee discussions of wages and working conditions, but this is not a Board adjudication or a rule applicable to all personnel.
Fictitious materials: a fictitious organizational overview and department structure (including job duties and headcount and regional distribution), a fictitious employee interview and questionnaire record (including duty descriptions and judgmental points of dispute), and a fictitious benefits terms and carrier coordination material (including fee and commission disclosure).
Fictitious condition: a fictitious reporting and disclosure and data authority and consultation messaging process.
Fictitious constraint: fictitious approval authority and employee communication and grievance handling requirements.
Step two: write the classification and grade and pay recommendations (give exempt or non-exempt and grade and pay range recommendations and the basis, and explain the relationship with the existing structure and the possible effects).
Step three: write a one-page compliance and consultation summary (including reporting and disclosure obligations, data authority and de-identification arrangements, consultation messaging and Q&A and grievance paths), and state which judgments must be confirmed by legal or an authorized position.
Evidence forms include de-identified job analysis and classification and calculation documents, reporting and disclosure and approval records, consultation and training materials and records, benefits terms comparison and carrier coordination records, and training and compliance 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 document that cannot be traced back (such as missing interview records or approval or disclosure bases) and explain what consequences such gaps bring in classification review and compliance inspection.
A boundary summary: the judgments you are and are not allowed to make on this matter, and the items requiring confirmation by legal or an authorized position.
| Stage | What may be assessed | Observed evidence | Limits of use |
|---|---|---|---|
| Resume and initial screening | Professional background and HR operations or compensation and benefits support experience, job analysis and data handling experience, compliance and reporting experience. | Whether the experience matches the job duties, and understanding of data definitions and compliance and data authority. | Initial screening sees only written information; the steps listed are editorial preparation candidates, and certification, duties and process are verified posting by posting. |
| Interview and situational questions | How to handle a given classification dispute or disagreement over terms interpretation or an employee grievance scenario, and what to do when job facts are found to be insufficient. |
Organize the fictitious department and position and headcount information into a duty and level and regional checklist and mark the difficult points.
Write out the information collection method and sample and timing and mark the points of dispute in the duty descriptions.
Write exempt or non-exempt and grade and pay range recommendations and explain the basis.
Write the relationship with the existing structure and the possible effects and the items needing confirmation.
Write the reporting and disclosure obligations and data authority and de-identification arrangements following the fictitious process.
Write the consultation messaging and Q&A and grievance paths and documentation requirements.
| Qualification / status | Mainly suits whom | Practical role in job seeking | Whether it is a universal entry threshold | Application / registration conditions | Fee and time verification | Important limits |
|---|---|---|---|---|---|---|
| Bachelor's degree in a related field (U.S. typical; verify the specific posting) | Most entrants | U.S. typical bachelor's degree; some employers accept additional related work experience in place of a degree, and education is not claimed to determine the career sequence | U.S. BLS typical bachelor's degree, not a global legal threshold |
Typical scope：Complete job information collection and questionnaire and interview record organization and factor comparison support under guidance.
Readiness evidence：Can present a reviewable job information and record. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the target position requires a related professional background and spreadsheet and data foundations. This round has no representative employer sample proving uniform conditions.
Next moves：Turn the key points of information collection and recording into a fixed checklist.
Typical scope：Independently complete routine job evaluation and classification and grade recommendations and calculations with documentation.
Readiness evidence：Can present job analysis records and classification recommendations and calculations and approval records. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the person has factor analysis and interpersonal interview and determination-basis ability. This round has no representative employer sample proving uniform conditions.
Next moves：Write the evaluation definitions and factor weights into a stable version.
Typical scope：Lead pay structure design and job system review projects and mentor new colleagues.
Readiness evidence：Can present project plans and structure documents and training and evaluation records. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the target position requires multi-position system experience and project management experience. This round has no representative employer sample proving uniform conditions.
Next moves：Organize project experience into a reusable method.
Typical scope：Participate in building job systems and compensation governance and classification standards and data systems.
Readiness evidence：Can present policy documents and inspection and training records. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the target position requires in-organization duties and long-term experience. This round has no representative employer sample proving uniform conditions.
Next moves：Distill policy key points into reusable templates.
Typical scope：Complete benefits terms and fee material organization and employee Q&A referral and record support under guidance.
Readiness evidence：Can present material organization and Q&A and records. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the target position requires a related professional background and basic compliance training. This round has no representative employer sample proving uniform conditions.
Next moves：Make a checklist of the key points of terms and Q&A.
Typical scope：Independently complete benefits plan comparison and fee calculation and routine reporting and employee communications with documentation.
Readiness evidence：Can present comparison and calculation and reporting and approval records. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the person has terms comparison and compliance review and documentation ability. This round has no representative employer sample proving uniform conditions.
Next moves：Write the comparison and reporting process into fixed steps.
Typical scope：Complete personnel records and handbook and consultation record organization and Q&A referral support under guidance.
Readiness evidence：Can present records and handbooks and Q&A records. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the target position requires HR operations foundations and policy training. This round has no representative employer sample proving uniform conditions.
Next moves：Make a checklist of the key points of records and Q&A.
Typical scope：Independently complete routine regulatory and policy consultation and training and records and handbook maintenance.
Readiness evidence：Can present consultation and training and handbook and record materials. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the person has regulatory understanding and oral and written expression and documentation ability. This round has no representative employer sample proving uniform conditions.
Next moves：Write the consultation messaging and training materials into a stable version.
Able to complete data organization and terms comparison and records and Q&A referral support under the guidance of a supervisor or senior colleague, follow policy on data authority and documentation requirements, and report and correct promptly when a missing definition or basis is found.
Able to independently complete routine job information collection and classification recommendations and compensation and benefits data calculation and reporting materials with complete records, and follow policy on compliance review and data authority requirements.
Able to lead cross-department job evaluation and pay structure projects and benefits plan coordination and consultation and training projects and mentor new colleagues, checking the quality of the basis and compliance and documentation.
Able to participate in building job analysis and compensation and benefits governance and compliance and data governance and training systems, with the corresponding position authorization.
Does not establish：It is a U.S. national projection and does not distinguish industry and organization size and region; it also cannot be used to infer the number of positions in a particular organization or industry.
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)
Professional and technical 155,491 yuan/year, clerical 94,936 yuan/year (2025 cross-occupation annual averages in enterprises above the designated size, not this occupation's median)
Broad-position wage reference and precise occupational gap
NBS2025: for enterprises above the designated size, professional and technical personnel averaged 155,491 yuan per year and clerical and related personnel 94,936 yuan; use these as background only when an actual position respectively falls into those broad statistical categories, and do not classify by the title of "specialist." The professional and technical category includes economics and finance professionals, and the clerical category includes administrative and business affairs, among others; both span occupations and are not this occupation's median, starting pay, monthly pay or take-home pay. In the leasing and business services industry the same two broad positions are 149,542 and 88,460 yuan respectively, matching only employers above the designated size in that industry. NBS2025 wage data, published 2026-05-15: pre-tax, including individual withholdings, for legal-person units with 5 or more urban employees; the broad-position reference on this page is further limited to enterprises above the designated size, covering 16 industry categories. Sole proprietorships, self-employed workers and capital gains such as dividends on shares and proceeds from cashing out equity incentives are excluded; for project-based or outsourced arrangements, verify the actual personnel and wage coverage, and do not exclude wholesale by name. Insufficient evidence: no precise national wage distribution for this occupation in China or one-to-one equivalent occupational mapping was established in this round; this does not mean the official statistics were never published.
Does not establish：The broad-position annual average serves only as background when the actual statistical classification fits, and is not converted into this occupation's monthly pay or chance of opportunity; precise occupational wages and employment projections for China remain insufficient.
These are capability relationships, not automatic promotions or credential waivers.
Transfers：Shared competencies: understanding of organizational operations, data and analysis, cross-department communication and process execution.
Build next：Editor's gap verification candidates: if not yet taken on, verify experience with overall organizational strategy and business results and external relations responsibility. Missing items are not presumed for every person from the occupation title.
View career profileTransfers：Shared competencies: process and budget execution, vendor coordination, compliance awareness and cross-department coordination.
Build next：Editor's gap verification candidates: verify the coordination of records and information, mail and office support processes; actual facilities or procurement duties are verified separately; individual gaps are not inferred from the source occupation.
View career profileTransfers：Shared competencies: data and cost analysis, budget definitions, report reading and cross-department collaboration.
Build next：Editor's gap verification candidates: if not yet taken on, verify complete training and experience in financial planning and reporting and funds and internal control. Missing items are not presumed for every person from the occupation title.
View career profileTransfers：Shared competencies: compensation and benefits knowledge, data and benchmarking methods, compliance awareness and vendor coordination.
Build next：Editor's gap verification candidates: verify the manager's actual plan, team, budget and reporting duties and related experience, and do not presume all final approval and fiduciary authority from the job title.
View career profileTransfers：Shared competencies: HR policy and data, employee communication and records, compliance awareness, cross-department collaboration.
Build next：Editor's gap verification candidates: verify the coordination of personnel activities, team and related module experience for the target HR manager position; not all positions are required to cover all modules, and all specialists are not presumed to have gaps.
View career profileTransfers：Shared competencies: HR processes and records, employee Q&A and communication, data and spreadsheet ability.
Build next：Editor's gap verification candidates: verify recruiting and screening and interviewing and placement and other HR modules of the target position; do not write HR specialists as a purely transactional window.
View career profileTransfers：Shared competencies: data and cost analysis, budget definitions, report and chart presentation.
Build next：Editor's gap verification candidates: verify the completeness and accuracy of budget estimates, compliance with procedures and regulations, and budget and accounting report analysis; for extra funding-plan duties, check the target posting.
View career profileTransfers：Shared competencies: compensation data and records, system operation, awareness of accuracy and timeliness.
Build next：Editor's gap verification candidates: if not yet taken on, verify hands-on experience with compensation calculation and timekeeping and hours and payment processes. Missing items are not presumed for every person from the occupation title.
View career profileChief executives are responsible for overall organizational strategy and business results; administrative services managers coordinate administration and logistics and procurement; financial managers are responsible for financial planning and reporting and internal control; compensation and benefits managers are responsible for plan decisions and final compliance approval and budget and team management; human resources managers coordinate all HR functions; human resources specialists handle the execution of HR matters; this occupation is responsible for data and classification and execution and consultation within the specialized field of compensation, benefits and job analysis. Shared competencies do not mean interchangeability: the scope of duties, level of accountability and authorization differ.
It cannot be inferred that way. The core tasks of this occupation include collecting job information and making classification determinations, finalizing exempt and non-exempt and grade decisions, reporting and disclosure for benefits and retirement plans, and consultation and training for managers and employees; these steps rely on professional judgment and institutional authorization and accountability. 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 organizing data and terms and records and materials.
From the task structure, the steps affected earlier are the structured and digitizable ones: organizing job descriptions and questionnaire data, terms comparison and fee calculation, organizing report and training materials and records, and aggregating personnel data and charts. Affected later are the steps requiring judgment and accountability: judging the sufficiency of job facts, finalizing exempt and non-exempt and grade decisions, compliance and disclosure definitions, and employee consultation and grievances and labor relations handling. It must be emphasized: this judgment is an editorial compilation, not an exposure measure or job forecast provided by the sources.
Judging during interviews and observation whether job facts are sufficient, making and explaining classification and grade decisions between structural rules and departmental demands, judging the coverage of reporting and disclosure obligations, and taking responsibility and maintaining consistent messaging in consultation and grievances. These abilities rely on professional judgment and institutional authorization; replacing any of these steps with tool output makes "who is accountable for the classification basis and compliance and employee rights" unanswerable.
The O*NET page for this occupation shows a 2025 median annual wage of 78,210 USD and a median hourly wage of 37.60 USD, with annual wages at the 10 and 25 and 75 and 90 percentiles of 49,480 and 60,890 and 100,400 and 128,920 USD (hourly 23.79 and 29.28 and 48.27 and 61.98 USD); the page also shows "Workers on average earn $78,210" and "$37.60 hourly," meaning the average and median are the same on that page. Note: this statistic excludes self-employed and owner income, and percentiles are not entry-level starting pay; actual income is affected by industry and organization size and region and job level and professional certification. This page provides no figure for mainland China: this evidence route registers that scope as a module-level gap (no data that can be safely used), and provides no industry-average proxy.
The page's education distribution shows 86% of respondents said a bachelor's degree is required, 10% said a post-baccalaureate certificate, and 5% said a high school diploma or equivalent (the page shows only these three tiers), and the preparation level is Job Zone Four (considerable preparation); the common path is study in human resources or business or finance or statistics or a related field, together with experience in HR operations or compensation and benefits support positions. Education, practical experience, certification and employer authorization play different roles and cannot substitute for one another.
The page provides 30 national certifications (such as Accredited Pension Representative, Retirement Plans Associate, Certified Sales Compensation Professional, Global Professional in Human Resources, Qualified Plan Financial Consultant, and others); but a certification is not equal to a practice license, an employer appointment, plan fiduciary status or signing authority. Reporting and disclosure obligations and classification determinations and data protection must be carried out under the applicable jurisdiction and regulatory requirements; this page does not present any training or certification as a statutory qualification or fiduciary status.
Feasible and common: people with a finance or human resources or data analysis or administrative background can transfer their data and process and HR policy and communication abilities, but usually still need to add knowledge of job analysis tools and compensation and benefits terms and reporting requirements, and to accumulate analysis and execution and consultation experience in operational positions, obtaining certification and job authorization as the employer requires.
It depends on whether you are willing to work with data and terms and rules over the long term and treat accuracy as a basic requirement; the occupation page shows projected growth of 5% from 2024 to 2034 (Faster than average), about 107,000 people in 2024 and a projected 112,700 in 2034, with about 8,500 openings per year; 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 mainland China wages as a module-level gap (data status: no data that can be safely used); the scope note states explicitly that "this round the mainland China official wage entry point did not establish a national occupational wage distribution corresponding one-to-one with U.S. O*NET 13-1141.00, so a precise median, percentiles or stable monthly pay cannot be generated," and the handling note is "retain the module-level gap and make clear that Chinese page language does not constitute a Chinese equivalent occupation or wage mapping." This evidence route also provides no industry-average proxy usable for this page, so this page publishes no figure in the mainland China salary module.
The U.S. wage and employment figures on this page come from the BLS data displayed on the O*NET page for this occupation, at the exact occupational scope of 13-1141.00; wages are 2025 OEWS data (median annual 78,210 USD, median hourly 37.60 USD, with 10 and 90 percentiles of 49,480 and 128,920 USD), and employment is the 2024 to 2034 projection (107,000 to 112,700 people, growth 5%, about 8,500 openings per year). The statistics cover employed wage and salary positions and exclude self-employed and owner income; the occupation page provides no industry or regional median wage breakdowns, and this page has registered the corresponding 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 legal or tax or actuarial or fiduciary advice; they must not be used for real job classification or compensation and benefits decisions or as a compliance basis.
This round, verified on 2026-10-09 across nine modules: O*NET current tasks, work context, knowledge and abilities and work styles, OEWS2025 wages, the BLS2025—2035 projection, OOH industry median wages for this occupation and entry conditions, NBS2025 broad-position wages, and specific DOL and NLRB interpretations; ILO and NIST serve only as exposure and voluntary-governance background. Shared versions outside the old scope are retained.
The nine-module author verification date is 2026-10-09; new sources are registered independently, and old sources and out-of-scope consumer versions retain their original values.
The sources respectively support the occupational description, statistics, regulatory interpretation and research background; editorial scenarios, AI trials, fit observations and transition distances are not presented as measured conclusions; unverified items on precise China data and specific plan and certification conditions are stated explicitly, and not all facts are claimed to be verified.
Limitations：Supports the precise occupational identity, the 22 tasks, work activities and work context; does not include what any specific jurisdiction requires for reporting and classification and employee data protection.
Limitations：Supports occupational characteristics, knowledge, abilities (33 items), the interest code CES and work styles (21 items); the page marks this code as Bright Outlook.
Limitations：Supports the U.S. employment industry structure (finance and insurance 24%, government 14%, professional and scientific and technical services 13%, management of companies and enterprises 12%, other industries 37%); it is not a guarantee of personal income.
Limitations：The page lists 17 software skills and their mention shares (Excel 24%, Microsoft Office 18%, PowerPoint 11%, Workday 9%, Outlook 7%, Word 4%, SQL 2%, Access 1%, etc.); mention share does not equal proficiency or usage rate.
Limitations：Supports the preparation level (Job Zone Four: considerable preparation) and the education distribution shown on the page (86% of respondents said a bachelor's degree is required, 10% a post-baccalaureate certificate, 5% a high school diploma or equivalent; the page shows only these three tiers); does not replace the position requirements for mainland China.
Limitations：The page lists 30 national certifications (Accredited Pension Representative, Retirement Plans Associate, Certified Sales Compensation Professional, Global Professional in Human Resources, Qualified Plan Financial Consultant, and others); a certification is not equal to a practice license, an employer appointment, plan fiduciary status or signing authority.
Limitations：Supports the annual and hourly wage percentiles cited on this page (median annual 78,210 USD, median hourly 37.60 USD, with 10 and 90 percentiles of 49,480 and 128,920 USD / hourly 23.79 and 61.98 USD); the page also shows the average as the same value; the statistics exclude self-employed and owner income, so personal income cannot be derived from them.
Limitations：Supports the employment projection (about 107,000 people in 2024, a projected 112,700 in 2034, growth of 5% rated Faster than average, about 8,500 openings per year); the projection contains assumptions and error and is not equal to annual actuals.
Limitations：Based on such scopes, this evidence route registers the precise mainland China wage for this occupation as a module-level gap (data status: no data that can be safely used), and makes clear that a precise median or percentile cannot be generated; this page publishes no figure for mainland China.
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 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 job classification or compensation and benefits decisions or as a compliance basis.
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 10 / 25 percentiles, the median and the 75 / 90 percentiles and the average for annual and hourly wages; personal annual or take-home income cannot be derived from them.
Limitations：Supports the percentage distributions of work context (communication and collaboration, autonomy and decisions, precision and pace, responsibility and impact, interpersonal context and automation); 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 employment figures on this page use the same projection displayed on the O*NET page for this occupation (about 107,000 people in 2024, a projected 112,700 in 2034, growth 5%, about 8,500 openings per year), and the projection contains assumptions and error.
Limitations：Supports the percentage distributions of work context (communication and collaboration, autonomy and decisions, precision and pace, responsibility and impact, interpersonal context and automation); they are respondent distributions, not a guarantee for an individual position.
Limitations：Supports the precise occupational identity, the 22 tasks, work activities and work context; does not include what any specific jurisdiction requires for reporting and classification and employee data protection.
Limitations：Knowledge 33, abilities 52, occupational interests CES and 21 work style Impact ratings; not a personal scale or a hiring threshold.
Limitations：O*NET current industry employment composition: finance and insurance 26%, government 13%, professional, scientific and technical services 13%, management of companies and enterprises 11%, other 37% (including administrative support services and educational services). This is the share of industry employment, not wages or an individual's chance; the OOH figures of 20% in insurance underwriting and 7% in local government are narrower categories and are not to be added together.
Limitations：The page lists 17 software skills and their mention shares (Excel 24%, Microsoft Office 18%, PowerPoint 11%, Workday 9%, Outlook 7%, Word 4%, SQL 2%, Access 1%, etc.); mention share does not equal proficiency or usage rate.
Limitations：O*NET U.S. Job Zone Four preparation level and the new-entrant education requirement survey; the typical BLS experience and employer degree substitution are covered by the separate OOH source and are not attributed to this document.
Limitations：The current certification catalog has 30 entries, provided by CareerOneStop; the same-named Associate, Secure Retirement Institute is listed twice. It does not prove uniform examination, fees, employer recognition or fiduciary status.
Limitations：OEWS2025 wage percentiles for this occupation, annual median 78,210 USD and hourly 37.60 USD; the summary "on average" does not prove the mean is the same, and it is not a forecast of personal pay.
Limitations：U.S. SOC13-1141, BLS Table 1.2 (2025—2035): employment 118.1→125.2 thousand, net increase 7.1 thousand, growth 6.0%, average annual openings 9.0 thousand; that is, about 118,100→125,200 people, a net increase of 7,100 people and an average of 9,000 openings per year, which are different. The self-employed proportion is a dash (not available), not 0. The OOH integer 6% and the O*NET Faster than average (5%—6%) are display definitions; projections contain assumption error and are not annual actuals, hiring guarantees or AI causation.
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：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：OEWS2025 wage percentiles for this occupation, annual median 78,210 USD and hourly 37.60 USD; the summary "on average" does not prove the mean is the same, and it is not a forecast of personal pay.
Limitations：Supports the percentage distributions of work context (communication and collaboration, autonomy and decisions, precision and pace, responsibility and impact, interpersonal context and automation); 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：U.S. SOC13-1141, BLS Table 1.2 (2025—2035): employment 118.1→125.2 thousand, net increase 7.1 thousand, growth 6.0%, average annual openings 9.0 thousand; that is, about 118,100→125,200 people, a net increase of 7,100 people and an average of 9,000 openings per year, which are different. The self-employed proportion is a dash (not available), not 0. The OOH integer 6% and the O*NET Faster than average (5%—6%) are display definitions; projections contain assumption error and are not annual actuals, hiring guarantees or AI causation.
Limitations：Supports the percentage distributions of work context (communication and collaboration, autonomy and decisions, precision and pace, responsibility and impact, interpersonal context and automation); they are respondent distributions, not a guarantee for an individual position.
Limitations：This occupation's education and experience, certification boundaries, mostly full time, and 2025 median wages in several industries; not Chinese admission or a wage causal relationship.
Limitations：U.S. FLSA white-collar exemption cannot be determined from the job title or SOC code alone; the actual duties and applicable salary conditions must be verified; DOL17G is interpretive guidance, not a regulation with legal force. This article does not list dollar thresholds or decide any individual's exemption. The current page makes clear that it is not a regulation with legal force; the complete current regulations or dollar thresholds were not verified, and this round only takes the principles that job titles are insufficient and that actual duties and salary conditions apply.
Limitations：U.S. ERISA fiduciary status is determined by actual function: for example discretion in plan management, asset management or control; a job title, degree or certification does not automatically confer that status. Business decisions to establish or amend a plan must be distinguished from actual implementation; verify other jurisdictions separately. This round did not verify specific reporting deadlines or filing rules for all plans.
Limitations：Covers NLRA employees' right to discuss wages and working conditions; the General Counsel position has not been adjudicated by the Board and does not prove that all personnel and activities are covered.
Limitations：Actually verified the occupational definition and main counterparts; not uniform authority, automatic mutual recognition or a transition success rate.
Limitations：Actually verified the occupational definition and main counterparts; not uniform authority, automatic mutual recognition or a transition success rate.
Limitations：Actually verified the occupational definition and main counterparts; not uniform authority, automatic mutual recognition or a transition success rate.
Limitations：Actually verified the occupational definition and main counterparts; not uniform authority, automatic mutual recognition or a transition success rate.
Limitations：Actually verified the occupational definition and main counterparts; not uniform authority, automatic mutual recognition or a transition success rate.
Limitations：Actually verified the occupational definition and main counterparts; not uniform authority, automatic mutual recognition or a transition success rate.
Limitations：Actually verified the occupational definition and main counterparts; not uniform authority, automatic mutual recognition or a transition success rate.
Limitations：Actually verified the occupational definition and main counterparts; not uniform authority, automatic mutual recognition or a transition success rate.
Usage note: this page is an occupational information service and does not constitute legal, tax, actuarial, fiduciary, pay equity or investment advice; decisions involving benefits and retirement plan reporting and disclosure, job classification and exemption determinations, and the handling and external provision of employee compensation and personal data must be governed by the applicable regulations and regulatory requirements and employer policies and the opinions of personnel with the corresponding qualifications.
MBTI (English) · Big Five (English) · MBTI (Chinese) · Big Five (Chinese)
Turn each round of work into a deliverable result in which "data and sources are traceable, classification and pay bases are verifiable, compliance and reporting are complete, and consultation and training messages are consistent"
| Complete analysis, execution and consultation based on job analysis data and job descriptions, market compensation and benefits terms, applicable regulations and reporting requirements and employer policies |
| Main counterparts and basis | Chief executives are responsible for overall organizational strategy and business results; this occupation provides data, classification, execution and consultation within the specialized field of compensation, benefits and job analysis | Verify each step against the O*NET occupational definition and its 22 tasks, job analysis tools and interview and questionnaire data, market compensation and benefits and retirement plan terms, applicable regulations and reporting requirements, and employer policies and personnel records |
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| Core process | Financial managers are responsible for financial planning, reporting and internal control; this occupation is responsible for the data and execution of compensation, benefits and job analysis, and the two interface on budget and accounting definitions | Collect job, terms and data information → evaluate and classify → estimate and benchmark → compliance and reporting → consultation and training → archive and summarize |
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| Main outputs | Compensation and benefits managers mainly plan and direct compensation and benefits activities; this occupation carries out data work, job evaluation, programs and consultation. Actual plan, budget, final approval or fiduciary authority depends on the duties, and is not judged wholesale by job title. | Job analysis and classification documents, pay grades and market benchmark records, benefits and retirement plan terms and reporting, cost analysis tables, employee handbooks and personnel records, training and consultation and grievance records, summary reports and charts |
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| Responsible party | This page presents task and output boundaries and does not constitute any statement of legal, tax, actuarial or fiduciary conclusions, or of pay equity conclusions | Accuracy and compliance take priority over speed; reporting obligations for benefits and retirement plans, job classification and exemption determinations, and the handling of employee compensation and personal data must be carried out by positions with the corresponding authority and qualifications, in accordance with the applicable jurisdiction, regulatory requirements and employer policies; analysis and consultation must retain the data and basis; this page does not replace legal, tax or actuarial advice |
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| Admission and licensing | NBS2025: for enterprises above the designated size, professional and technical personnel averaged 155,491 yuan per year and clerical and related personnel 94,936 yuan; use these as background only when an actual position respectively falls into those broad statistical categories, and do not classify by the title of "specialist." The professional and technical category includes economics and finance professionals, and the clerical category includes administrative and business affairs, among others; both span occupations and are not this occupation's median, starting pay, monthly pay or take-home pay. In the leasing and business services industry the same two broad positions are 149,542 and 88,460 yuan respectively, matching only employers above the designated size in that industry. NBS2025 wage data, published 2026-05-15: pre-tax, including individual withholdings, for legal-person units with 5 or more urban employees; the broad-position reference on this page is further limited to enterprises above the designated size, covering 16 industry categories. Sole proprietorships, self-employed workers and capital gains such as dividends on shares and proceeds from cashing out equity incentives are excluded; for project-based or outsourced arrangements, verify the actual personnel and wage coverage, and do not exclude wholesale by name. Insufficient evidence: no precise national wage distribution for this occupation in China or one-to-one equivalent occupational mapping was established in this round; this does not mean the official statistics were never published. | Typical U.S. BLS entry: bachelor's degree, less than 5 years of related work experience, no typical on-the-job training; OOH states a bachelor's degree in business or a social science (such as psychology or communications) or a related field, and some employers allow related experience to substitute for part of the education. Human resources and financial accounting coursework and compensation and benefits or other HR experience are helpful; verify specific postings separately, and do not interpret "less than 5 years" as a uniform minimum. O*NET JobZone4 new-entrant education requirement responses: 86% bachelor's degree, 10% post-baccalaureate certificate, 5% high school or equivalent; the 101% total is a published rounding value, not the education of all workers or a uniform legal threshold. Certification is not uniformly required across the occupation; some employers prefer it or allow it to be obtained after hire; verify individual institution requirements separately. |
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| Conclusion boundaries | Cross-position comparison cannot rest only on similar titles; whether the role is responsible for plan decisions and final compliance approval, whether it carries team and budget responsibility, and differences in organization size, industry and region mean that similar tasks do not imply interchangeability | Statistical conclusions retain market and period: U.S. wages 2025, projection 2025—2035; China's precise occupational gap and the NBS2025 broad-position reference are listed separately and are not converted across markets. |
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Advise managers and employees on state and federal employment regulations and collective agreements and benefits and compensation policies and personnel procedures and classification plans; serve as a technical liaison or provide consultation among business and industry and government and unions; assist in preparing and maintaining personnel records and employee handbooks; plan and develop training courses and materials and deliver training; plan, implement, manage and evaluate human resources and labor relations programs such as performance reviews and affirmative action and employment equity; represent the employer or workers in negotiating collective agreements and mediate labor disputes and grievances; prepare summary materials such as organizational and flow charts and career path reports; advise employees on their individual qualifications; and organize research findings for publication (corresponds to the fourth, fifth and sixth Core O*NET tasks and the tenth, twelfth, fourteenth, twentieth, twenty-first and twenty-second Supplemental tasks).
Check four: are employee compensation and personal data handled according to authority and the minimum necessary
Check five: is the consultation and training messaging provided to managers and employees consistent and documented
Check six: are the responsibility boundaries and fee arrangements of vendors, brokers and carriers clearly written
O*NET's current 21 work styles provide Impact: attention to detail 92, dependability 82, integrity 70, caution 64, achievement/effort 59, inquisitiveness 55, cooperation 54, self-control 46, adaptability/flexibility 42, self-confidence 42, social orientation 42, initiative 38, sincerity 34, persistence 33, stress tolerance 32, leadership 30, empathy 29, tolerance for ambiguity 28, innovation 25, humility 17, optimism 14; not a personal scale, worker proportions or a hiring threshold.
The top five work activities are judging compliance, obtaining information, communicating with supervisors and peers and subordinates, using computers, and analyzing data; the indicators are not a personal scale
Hot Tech17 items: Excel24%, Office18%, PowerPoint11%, Workday9%, Outlook7%, Word4%, SQL2%, Access/SAP/PeopleSoft/SharePoint each 1%
2025 U.S. Lightcast hiring mention statistics, with the top five marked InDemand; not daily usage rates, proficiency, AI adoption or a uniform onboarding checklist
Evaluation basis: whether the job facts are verifiable and documented, whether the classification and grade basis holds, whether the calculation and its relationship with the existing structure are stated, whether reporting and disclosure and data authority are covered, whether the consultation messaging is consistent, and whether judgments beyond authority are identified as requiring professional confirmation.
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 organization and data and process and authority given in the prompt are fictitious values, used only to practice analysis definitions and criteria and the approach to records.
A collaboration note: your approach to communication and documentation with department heads and employees and carriers and brokerage institutions.
| Whether the person knows to verify facts and the basis before giving conclusions, and whether they distinguish data problems from policy problems from communication problems. |
| Situational questions are not equivalent to actual ability; whether the target employer also runs a case or compliance assessment must be checked in the posting, and it is not claimed to be a uniform hiring process. |
| Case and data assessment | Write classification and grade recommendations and calculations and compliance points from a given job description and interview records. | Sufficiency of job facts, accuracy of definitions and calculations, compliance review and documentation, communication plan. | Assessment materials differ from the complexity of real organizations; results are for reference and not conclusive. |
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| Probation or onboarding period | Take on actual job analysis and reporting and consultation under supervision and undergo data and compliance and documentation checks. | Whether the person follows policy, reports risks promptly, and how quickly they correct after problems are pointed out. | Performance during onboarding is not the ceiling of long-term ability; organization and industry and team 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 (job analysis and classification, compensation and benefits data, compliance and reporting, or consultation and training).
| Insufficient evidence: this round did not verify specific fees and time; verify with the target institution or position |
| The page's education distribution shows 86% of respondents said a bachelor's degree is required, 10% said a post-baccalaureate certificate, and 5% said a high school diploma or equivalent (the page shows only these three tiers); this page does not map education directly to income. |
| Experience in HR operations or compensation and benefits support positions | People who carry out analysis and execution work | Affects the scope of analysis and compliance modules one can take on | Typical U.S. related experience of less than 5 years, not the minimum for all positions | Accumulated through operational positions and project experience and mentoring | Insufficient evidence: this round did not verify specific fees and time; verify with the target institution or position | Operational experience is the foundation for taking on analysis work, but it is not equal to position authorization and disclosure authority. |
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| Professional certifications (30 in total, including Accredited Pension Representative and Certified Sales Compensation Professional) | People who want to demonstrate professional ability | As proof of professional ability | Not uniform across the occupation; some employers prefer it or allow it to be obtained after hire | Verify certification by certification and institution; OOH states that certifications often have experience conditions, but does not indicate that the catalog all requires uniform training and examination years | Insufficient evidence: this round did not verify specific fees and time; verify with the target institution or position | The page provides 30 national certifications; a certification is not equal to a practice license, an employer appointment, plan fiduciary status or signing authority. |
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| Employer policies and job authorization (including reporting and disclosure authority) | All personnel who carry out compensation and benefits and job analysis duties | Determines the executable scope of analysis and reporting and disclosure | Yes (required within the organization) | Verify authorization under the actual policy; whether training or examination is required is verified separately, and a uniform assessment is not assumed | Insufficient evidence: this round did not verify specific fees and time; verify with the target institution or position | The scope of authorization is tied to employer policy, and reporting and disclosure and classification determination authority must be confirmed through the procedure. |
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| Mandatory requirements for reporting and disclosure and classification determination | Personnel who carry out benefits and retirement plan and job classification work | Determines the legal boundaries and the responsibility of the analysis | Yes (under the applicable jurisdiction and regulatory requirements) | Verify the actual jurisdiction, plan or personnel category, responsible party and deadlines, and do not assume uniform filing and training for all positions | Insufficient evidence: this round did not verify specific fees and time; verify with the target institution or position | Reporting obligations and classification determination requirements are hard conditions; specific standards must be confirmed with the competent authority and professional advice, and this page does not replace legal advice. |
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| Employee compensation and personal data protection requirements | Personnel who handle compensation data and employee information | Determines the legal boundaries of data handling and external provision | Yes (under the applicable jurisdiction and regulatory requirements) | Verify the actual purpose, jurisdiction and authority; training and review arrangements are verified organization by organization | Insufficient evidence: this round did not verify specific fees and time; verify with the target institution or position | The relevant requirements must be carried out under the applicable regulations and employer policies, and this page does not replace specific compliance judgments. |
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Typical U.S. BLS entry: bachelor's degree, less than 5 years of related work experience, no typical on-the-job training; OOH states a bachelor's degree in business or a social science (such as psychology or communications) or a related field, and some employers accept additional related work experience in place of a degree. Human resources and financial accounting coursework and compensation and benefits or other HR experience are helpful; verify specific postings separately, and do not interpret "less than 5 years" as a uniform minimum. O*NET JobZone4 new-entrant education requirement responses: 86% bachelor's degree, 10% post-baccalaureate certificate, 5% high school or equivalent; the 101% total is a published rounding value, not the education of all workers or a uniform legal threshold. The current certification catalog has 30 entries, which are not 30 uniformly required items; verify the conditions of each institution item by item.
Mainland China: this evidence route did not establish an occupational sub-class corresponding one-to-one with O*NET-SOC 13-1141.00; the related duties may be distributed across human resources and compensation and benefits positions in various employers as well as HR service organizations; reporting and classification and data protection requirements must be carried out according to the competent authority and employer rules.
This page does not guarantee that any training or certification is recognized by a particular employer, and does not replace specific judgments on reporting and disclosure and classification determination and data protection or legal advice.
Typical scope：Lead plan coordination and integration and employee communication projects with carriers and brokerage institutions and mentor others.
Readiness evidence：Can present coordination and integration and communication records. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the target position requires carrier coordination and project integration experience. This round has no representative employer sample proving uniform conditions.
Next moves：Organize coordination and integration experience into a reusable plan.
Typical scope：Participate in building benefits compliance and data authority and carrier management mechanisms and training systems.
Readiness evidence：Can present mechanism documents and inspection and training records. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the target position requires in-organization duties and long-term experience. This round has no representative employer sample proving uniform conditions.
Next moves：Organize the system-building experience into handover-ready policy text.
Typical scope：Lead grievance and mediation and shared services process and system launch projects and mentor others.
Readiness evidence：Can present grievance and mediation and project and system records. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the target position requires labor relations and process design experience. This round has no representative employer sample proving uniform conditions.
Next moves：Organize handling experience into a reusable process.
Typical scope：Participate in building HR policy and data governance and training and compliance inspection systems.
Readiness evidence：Can present policy documents and inspection and training records. Use fictitious or approved display materials, and do not export employer files without authorization for a job application.
Credential boundary：Editor's suggested verification: check whether the target position requires in-organization duties and long-term experience. This round has no representative employer sample proving uniform conditions.
Next moves：Organize the policy key points into handover-ready text.
Limitations：NBS2025: for enterprises above the designated size, professional and technical personnel averaged 155,491 yuan per year and clerical and related personnel 94,936 yuan; use these as background only when an actual position respectively falls into those broad statistical categories, and do not classify by the title of "specialist." The professional and technical category includes economics and finance professionals, and the clerical category includes administrative and business affairs, among others; both span occupations and are not this occupation's median, starting pay, monthly pay or take-home pay. In the leasing and business services industry the same two broad positions are 149,542 and 88,460 yuan respectively, matching only employers above the designated size in that industry. NBS2025 wage data, published 2026-05-15: pre-tax, including individual withholdings, for legal-person units with 5 or more urban employees; the broad-position reference on this page is further limited to enterprises above the designated size, covering 16 industry categories. Sole proprietorships, self-employed workers and capital gains such as dividends on shares and proceeds from cashing out equity incentives are excluded; for project-based or outsourced arrangements, verify the actual personnel and wage coverage, and do not exclude wholesale by name. Insufficient evidence: no precise national wage distribution for this occupation in China or one-to-one equivalent occupational mapping was established in this round; this does not mean the official statistics were never published.
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.
