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SOC 19-2041
Conduct research and investigations to identify, reduce, or eliminate pollutants or hazards affecting the environment and public health: collect and analyze air, water, soil, and other sample data, monitor the effects of pollution and land degradation, apply environmental technical standards and permit reviews, and write scientific conclusions into reports and explain them to institutions, businesses, and the public.
Model impact index for three equally weighted representative core tasks; not a measured share of working time or a job-loss probability. floor((50+75+25)/3+0.5)=50; fermatmind-ai-impact-v1; 2026-10-18.
First judge whether you can turn measurement and observation data into reviewable conclusions, write hypotheses and evidence clearly, and accept review, then judge whether you accept a way of working that alternates laboratory, field, and desk work and requires engaging with standards and permits; use the paper exercise and seven-day task on this page to verify, rather than looking only at the "environmental" label.
This card is a career exploration reference and does not constitute a hiring, competency scoring, or environmental and health conclusion.
Signals worth considering: willingness to work with and verify data over the long term, to write scientific conclusions into reviewable reports, to accept alternating laboratory, field, and desk work, and to state things faithfully when evidence is insufficient. Signals requiring caution: unwillingness to record according to methods, inability to accept fieldwork and site investigation, or expecting the work to stay in the laboratory.
Occupational boundaries: this page is written according to U.S. O*NET-SOC 19-2041.00 "Environmental Scientists and Specialists, Including Health" and refers to professional roles that conduct environmental research, investigation, monitoring, and standards enforcement support; it excludes engineering system design, restoration plan design, and procedural testing operations, and does not carry enforcement penalty decisions or clinical diagnosis and treatment duties. It differs from environmental engineers, environmental restoration planners, environmental science and protection technicians, and environmental compliance inspectors in deliverables and authority.
Career direction comparison
The following occupations all involve work related to the environment, data, or engineering, but their deliverables and bases differ; use them to help locate a direction rather than as substitutes for one another. This occupation covers a broad range of environmental research and investigation and is a common entry point for related directions.
| Career direction | Core work and output | Key differences | Best-fit choice |
|---|---|---|---|
| Environmental Engineers | Design pollution control and environmental engineering systems and take responsibility for technical solutions | Mainly treatment systems and engineering plans; this occupation focuses on research and assessment conclusions | Choose that occupation if you prefer engineering design and technical solutions; choose this occupation if you prefer investigation, assessment, and standards enforcement |
| Environmental Restoration Planners |
AI impact on this career
Editorial suggestion: within the approved data scope, trial tools to organize literature, investigation data, methods, and draft conclusions, and check back against the original data and methods. O*NET provides the task basis and ILO discusses potential exposure; neither proves occupation-wide augmentation, adoption rates, or effects. This page does not provide task scores unsupported by a reviewable rubric. AI Impact Score 50% is an editorial estimate. Model impact index for three equally weighted representative core tasks; not a measured share of working time or a job-loss probability. floor((50+75+25)/3+0.5)=50; 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
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.
Chinese mainland salary reference
Environmental research and regulatory positions in mainland China are mostly located in ecology and environment departments, monitoring institutions, research institutes, and consulting firms, and do not correspond one-to-one with U.S. occupational classifications.
Scope note: industry average wages cover multiple occupations and cannot replace this occupation's wage distribution.
Insufficient evidence: no nationwide monthly or annual single-occupation wage statistic precisely corresponding to this occupation in mainland China was obtained; this page provides only the industry average wage as background (non-private 70,172 yuan/year, private 49,527 yuan/year, 2025), which cannot be converted into a monthly salary for a specific role.
Insufficient evidence: no verifiable monthly wage statistic for this occupation in first-tier cities was obtained; recruitment posting quotes are mostly single-employer samples and often project-based, and cannot represent occupational wages.
U.S. salary reference
U.S. O*NET-SOC 19-2041.00 "Environmental Scientists and Specialists, Including Health" — May 2025 median hourly wage $39.53, median annual wage $82,220; the officially published lowest 10% earn below $52,520, and the highest 10% earn above $140,010 (the 25th and 75th percentiles were not obtained in this round). Employment was 93,400 in 2025 and is projected to grow 6% (about +5,700) from 2025 to 2035, with about 7,300 openings per year. Individual income also depends on industry, region, employer, and seniority.
| Wage statistic position | Annual wage reference | Conversion boundaries | How to understand this position |
|---|---|---|---|
| Lowest 10% | Below $52,520/year (10th percentile, May 2025 OEWS) | Official annual wage, not personal monthly income | Low end: the 10th percentile is below $52,520/year, at the low end of the distribution, not an entry-level starting wage. |
| Median (50%) | Median hourly wage $39.53; median annual wage $82,220 (May 2025 OEWS) |
Career fit guide
The point is not whether you "care about the environment," but whether you can carry out data verification, method explanation, and conclusion writing over the long term and accept questioning from peers and clients. Interest and personality frameworks can only suggest what to observe; they cannot replace verification through real tasks.
You may be better suited to： Willing to repeatedly verify data sources and statistical scope for one analysis
These situations require caution： Can return to the evidence and hypotheses when conclusions are questioned, rather than defending the original conclusion
Do an entry-level exercise： Accepts a work rhythm centered on investigation, data, and reports, where output is mostly reviewable conclusions rather than immediate products
Work pressure, risks, and occupational boundaries
The main risks center on data or method errors, conclusions that exceed the evidence, incorrect judgments of standard applicability, and mistaking an AI-generated draft for verified fact; most can be reduced through data record keeping, review, and authorization processes, but cannot be eliminated entirely.
The following are editorial risk scenarios and response suggestions based on O*NET tasks and the voluntary NIST framework; they have not been verified item by item against local standards, regulations, or institutional rules and are not accident statistics, method procedures, or medical advice.
Typical scenario：Misunderstanding of data sources or statistical scope
Roles most affected：Investigation and data analysis
Possible consequence：May lead to incorrect conclusions
Entering the field, qualifications, and career development
The typical U.S. entry point is a bachelor's degree in environmental science or a related field (O*NET classifies this occupation as Job Zone Four, and BLS notes that a bachelor's degree is usually required; some roles require a master's). Insufficient evidence: no unified recruitment education or individual qualification threshold for mainland China was verified in this round; verify the major, experience, task authority, and competent authority requirements against the target posting.
Career outlook and related career transitions
U.S. O*NET 19-2041.00 and BLS: employment 93,400 in 2025, projected to grow 6% (about +5,700) from 2025 to 2035, with about 7,300 openings per year; mainland China does not list this occupation separately and has only industry average wage proxies.
United States · Environmental Scientists and Specialists（SOC 19-2041）
+6% (+5,700 people)
Employment change
Growth reflects demand for environmental monitoring, pollution investigation, and compliance assessment
Does not establish：Projections are not actual outcomes, nor do they represent hiring volumes at a particular institution or in a particular region
Conduct research and investigations to identify, reduce, or eliminate pollutants or hazards affecting the environment and public health: collect and analyze air, water, soil, and food sample data, monitor the effects of pollution and land degradation, review permits and related materials and apply environmental technical standards, and finally write the conclusions into reports and explain them to institutions, businesses, and the public.
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.
This list is only for self-questioning; it does not constitute hiring criteria, a competency score, or a suitability conclusion. Even within "environmental scientists and specialists," a government regulatory role and a consulting firm role differ greatly in daily work (objects, authority, and deliverables differ), and some roles also require a specific professional background or qualification; before comparing roles, first verify the role's actual tasks, its ratio of data work to field work, its permitting and review duties, and the education and experience the employer requires.
Verify with a paper exercise: given fictional water quality monitoring data and pollution leads, write the investigation objectives and hypotheses, data verification steps, possible impact judgments, additional evidence that needs to be collected, and which conclusions must be made only after review by qualified professionals.
The daily work of environmental scientists and specialists revolves around data and standards: designing and carrying out investigations and monitoring, collecting air, water, soil, and food sample data, analyzing the effects of pollution and land degradation, reviewing permits and related materials, applying environmental technical standards and regulations, and writing conclusions into reports and explaining them to institutions and the public.
Mainly investigation data and standards enforcement
Investigation data, the basis in standards, and assessment reports
Environmental scientists and specialists are often confused with adjacent roles; the way to tell them apart is to look at deliverables and authority: this occupation's deliverables are investigation conclusions, monitoring assessments, permit review opinions, and standards enforcement support, and it is responsible for the scientific conclusions; if the deliverable is an engineering design, a restoration plan, operational testing data, or an enforcement penalty decision, it belongs to an adjacent direction.
| Dimension | Primary track | Comparison track |
|---|---|---|
| Core purpose | Design and carry out environmental investigation and monitoring, synthesize data into scientific conclusions and recommendations, review permits and standards compliance, and explain them to institutions and the public. | Conduct investigation and monitoring and produce reviewable scientific conclusions |
| Main objects and basis | Objects include air, water, soil, and food samples, pollution sources, and land use projects; the basis is scientific methods, environmental technical standards, and regulatory requirements. | Objects are environmental media and pollution sources; the basis is scientific methods and technical standards |
| Core process | Clarify the purpose → Design methods → Collect and monitor → Verify data → Compare with standards → Form conclusions → Report and communicate | Conduct investigation by scientific methods and form conclusions |
| Main outputs | Monitoring data, method records, and reports | Investigation data, assessment conclusions, and permit opinions |
| Responsible party | Researchers are responsible for methods, data, and conclusions; permit approvals and enforcement decisions are the responsibility of authorized departments. | Conclusions and data are the responsibility of the researchers and their institution under scientific standards |
| Authority and approval | Investigation and conclusions can be completed independently; permit approvals and enforcement must be confirmed | Permit approvals and enforcement decisions must be confirmed by an authorized department |
| Conclusion boundaries | Research conclusions do not constitute a permit or an enforcement decision | Conclusions are limited by the data scope, methods, and spatiotemporal conditions |
Recommend prevention and control measures
Produce reviewable conclusions
Apply technical standards and regulations
Coordinate and oversee projects
Record findings
Explain conclusions to the public and decision-makers
Before starting, verify item by item: whether the role is research, regulatory, consulting, or testing support; whether the corresponding professional background or qualification is required; the ratio of field work and travel; whether assessment and permit opinions must be written or signed; and the arrangements for review, verification, and responsibility.
Distinguish research, regulatory, consulting, and testing support roles
Confirm whether a professional background, qualification, or safe work requirement is required
Confirm the proportion of field work, project types, and travel arrangements
Confirm the review, signing, and record-keeping system for data and reports
| Develop habitat and ecological restoration plans and guide implementation |
| Mainly restoration and monitoring plan design; this occupation covers broader environmental research |
| Choose that occupation if you prefer restoration project planning; choose this occupation if you prefer broad environmental research and assessment |
| Conservation Scientists | Manage the quality of forests, grasslands, and other land and natural resources | Mainly long-term land and natural resource management; this occupation focuses on research and standards enforcement | Choose that occupation if you prefer long-term resource management; choose this occupation if you prefer investigation, assessment, and policy enforcement |
|---|
| Hydrologists | Study the movement and distribution of water and assess water resources | Mainly the water cycle and water resource assessment; this occupation covers broader environmental media and issues | Choose that occupation if you prefer a hydrology specialty; choose this occupation if you prefer multi-media environmental research |
|---|
| Environmental Science and Protection Technicians | Monitor the environment and investigate pollution and pollution sources, recording test results | Mainly sampling and testing operations according to procedures; this occupation is responsible for conclusions and standards enforcement | Choose that occupation if you prefer field testing operations; choose this occupation if you prefer data assessment and conclusions |
|---|
| Environmental Compliance Inspectors | Conduct site inspections and determine compliance under regulations | Mainly regulatory enforcement and compliance determinations; this occupation provides scientific conclusions and technical support | Choose that occupation if you prefer site inspection and enforcement; choose this occupation if you prefer research and assessment |
|---|
When comparing adjacent directions, first look at whether the deliverable is investigation and research conclusions, an engineering plan, a restoration plan, operational testing data, or an enforcement determination, then look at whether the basis is scientific methods, design specifications, a project plan, or technical standards; this occupation's difference lies in using scientific methods to form reviewable conclusions and recommendations and being responsible for the evidence boundaries of those conclusions.
Compare in this order: first whether the deliverable is a research conclusion, an engineering plan, a restoration plan, testing data, or an enforcement determination, then the basis and who bears responsibility.
This column answers only technical handleability: compare this occupation's tasks (literature search, data organization, statistical and spatial analysis, draft reports, etc.) with public occupational task and technology materials to judge which subtasks can be completed by off-the-shelf tools. Technical handleability does not mean the institution has already adopted it, nor that jobs will decrease; when judging, distinguish task-level evidence from occupation-level conclusions.
Adoption depends on data conditions, processes, and compliance requirements: investigation data involve method applicability, permissions, and traceability, and conclusions may also affect permitting and regulation. Therefore, even when technically feasible, institutions may use it only in low-risk steps (such as search and drafting) and keep method judgments and responsibility for conclusions with qualified professionals.
The number of positions is determined by demand, investment, and environmental policy. BLS's projection for this occupation (+6% from 2025 to 2035, about 7,300 openings per year) does not treat AI adoption as a separate variable; current public sources are insufficient to draw a conclusion about changes in job numbers for this occupation, so this page does not infer that it will "disappear in a certain year."
| Work area | Task | Current change | Human control point |
|---|---|---|---|
| Investigation and data analysis | Problem framing and research design | Search and draft materials can be trialed; speed gains must be measured (editorial suggestion) | The investigation objectives and hypotheses are the researchers' responsibility |
| Investigation and data analysis | Data collection and cleaning | Data organization and tabulation can be assisted (editorial judgment) | Data sources, methods, and missing-data handling are judged and recorded by the researchers |
| Investigation and data analysis | Statistical and spatial analysis | Draft analysis can be assisted, but must be checked item by item (editorial judgment) | Statistical and spatial analysis methods and result interpretation are the researchers' responsibility |
| Standards and permit enforcement | Standards and permit review | Comparing provisions and organizing materials can be assisted (editorial judgment) | Standard applicability and permit review opinions are confirmed by professionals |
| Standards and permit enforcement | Environmental audit and inspection | Record organization can be assisted (editorial judgment) | Audit conclusions and the determination of violations are the responsibility of professionals and the authorized department |
| Reporting and external communication | Report and recommendation writing | Drafts and charts can be assisted (editorial judgment) | Conclusion scope, strength of recommendations, and signing are borne by the author and the institution |
| Reporting and external communication | Explain conclusions to the public and decision-makers | Draft presentation materials can be assisted (editorial judgment) | Responsibility for what is communicated to the public and decision-makers rests with the institution |
The following evidence cards correspond respectively to international organizations' task exposure research, official occupational materials, and governance frameworks; read them according to their own research objects and limitations, and do not merge them into a single conclusion.
Different work directions are affected in different ways; three categories are distinguished below: investigation and data analysis, standards and permit enforcement, and reporting and external communication.
AI primarily changesMaterials and investigation data, methods, and draft conclusions can be trialed; efficiency and error rates must be verified in projects (editorial suggestion)
Human responsibility remainsProblem framing, method selection, and responsibility for conclusions
AI primarily changesDraft statistical and spatial analysis can be assisted
Human responsibility remainsData verification, result interpretation, and method review
AI primarily changesDraft reports and charts can be assisted
Human responsibility remainsConclusion scope, strength of recommendations, and signing responsibility
When using AI to assist with work in this occupation, it is recommended to confirm boundaries and responsibility in the following order:
First confirm the investigation objectives, data permissions, and delivery requirements, and judge which steps can use tools.
Make clear that tools handle only low-risk steps such as search, organization, and drafting, and do not produce final conclusions.
Check tool output item by item for sources, values, and methods, and have qualified personnel review it.
Record the tool name, version, inputs, and human modifications to ensure data and conclusions are traceable and reproducible.
Responsibility for conclusions and recommendations rests with the professionals and the institution, and tool output does not constitute authorization or a conclusion.
Generated text may contain incorrect citations or outdated standards
Control: Check back item by item against current standards and the original data; do not cite anything before it is verified
Investigation data may contain restricted or personal health information
Control: Handle according to minimum-necessity and permission requirements; restricted data must not be submitted to external tools
Analysis must be reproducible, otherwise it cannot be reviewed
Control: Record the tool name, version, inputs, and results, and keep data and script versions
Errors in units, scope, or methods affect the conclusions
Control: Independently recompute key values and check units, methods, and statistical scope
Conclusions and recommendations require clear ownership of responsibility
Control: Clarify the reviewer and signing rules; unreviewed output must not be used as a basis for delivery
First build a solid foundation in chemistry, biology, and statistics, and independently complete a monitoring data assessment and conclusion writing exercise using public data.
In projects, standardize data sources and method records, document hypotheses, scope, and conclusion boundaries, and ask senior colleagues to review.
Use AI for literature search, data processing, and draft reports, while retaining human review and source checking, and clearly labeling the strength of evidence and applicable conditions for conclusions.
First establish data permissions and method and version rules, then decide in which low-risk steps to use AI, and clarify review and signing responsibility.
ILO2023 discusses potential task exposure and augmentation scenarios and cannot prove that investigation data, methods, and conclusion roles have been augmented across the board or will not be replaced. Editorial suggestion: trial drafts and record errors and review costs. Insufficient evidence: no research on actual adoption, effects, or AI-attributed employment change for this occupation was obtained.
Source: ILO Working Paper 96 (2023); O*NET 19-2041.00 task dataOriginal source ↗
Most work uses statistical and GIS software to process data; O*NET lists common tools for this occupation and classifies it as Job Zone Four, which requires considerable preparation. Whether programming is needed depends on the role, but at minimum you must be able to read and review others' data processing and statistical workflows.
Source: O*NET 19-2041.00 technical skills and preparation levelOriginal source ↗
Literature search and comparison, data organization and tabulation, and draft reports and charts are the text and data preparation tasks most directly affected; problem framing, method selection, conclusion interpretation, and standards enforcement still need to be borne by people.
Source: ILO Working Paper 96 (2023); O*NET task dataOriginal source ↗
BLS projects 6% employment growth (about +5,700) for U.S. Environmental Scientists and Specialists from 2025 to 2035, with about 7,300 openings per year, mainly from replacement needs; the projection does not separate out AI impacts, so it cannot be used to conclude that jobs in this occupation will necessarily increase or decrease. This page does not give a definitive date for job disappearance.
Source: BLS employment projections (2025–2035)Original source ↗
No. Tools can draft and check text, but permit approvals, enforcement decisions, and signing conclusions are authorized acts that must be completed by qualified personnel according to institutional rules; research conclusions and recommendations also require signing and review, and tool output itself does not create responsibility ownership.
Source: NIST AI Risk Management Framework; institutional authorization and signing requirementsOriginal source ↗
No year can be given, nor should one be. Public sources contain no evidence supporting "disappearance in a certain year"; the more reliable statement is that the task structure will change and some steps will be tool-assisted, while the number of positions depends on demand, investment, and environmental policy and is an uncertain quantity.
Source: BLS employment projections; ILO Working Paper 96Original source ↗
Prioritize learning two things: first, build a solid foundation in chemistry, biology, statistics, and spatial analysis; second, be able to independently complete a reproducible analysis from data acquisition and verification to conclusion writing; also become familiar with environmental technical standards and permitting requirements and be able to state method and condition limitations.
Source: O*NET 19-2041.00；BLS OOH Environmental Scientists and SpecialistsOriginal source ↗
The above are task-level judgments and evidence boundaries and do not represent a definite prediction of job numbers.
Insufficient evidence: no verifiable monthly wage statistic for this occupation in other cities was obtained; differences among cities and institutions are large and must be verified by work location.
Insufficient evidence: no nationwide exact wage statistic for this occupation in mainland China was obtained in this round; the industry average is only background and cannot be used to assert that no such nationwide statistic has been established.
| Educational background | Common job directions | Notes and verification suggestions |
|---|---|---|
| Bachelor's degree (environmental science or a related field) | Monitoring support, data analysis, and environmental consulting assistant roles | Mainly data organization and investigation support |
| Master's degree (environmental science or a related field) | Environmental research, monitoring assessment, regulatory, and consulting roles | Editorial preparation direction: work samples in the investigation data, methods, and conclusions modules; the conditions for independent ownership and signing are verified against the role and institutional authorization and are not inferred from a degree |
| Doctorate (environmental science or a related field) | Research institution researchers and senior technical expert roles | Bears responsibility for research design and conclusions |
| Cross-disciplinary (environment plus data/public health) | Environmental data science, exposure assessment, and health-related roles | Requires additional training in the corresponding discipline |
The following uses the average wage of the "Water Conservancy, Environment and Public Facilities Management" industry as an industry background proxy, which cannot replace this occupation's wage; if you see a recruitment figure, first verify whether it is a monthly salary, annual salary, project quote, or an allowance-inclusive basis.
Environmental monitoring, ecological protection, and public facility management require professionals
Demand for environmental assessment in consulting and technical services
Demand for environmental regulation, permitting, and policy enforcement
Editorial suggestion: within the permitted data scope, trial materials and investigation data, methods, and draft conclusions. Insufficient evidence: no measured AI adoption, wages, or demand change for this occupation in mainland China was obtained.
| Official annual wage, not personal take-home pay |
| Median: $82,220/year (median hourly wage $39.53, May 2025); half of workers earn below and half above this value. |
| Highest 10% | Above $140,010/year (90th percentile, May 2025 OEWS) | Official annual wage, not personal take-home pay | High end: the 90th percentile is above $140,010/year, usually related to industry, institution, and region. |
|---|
Salary · 10th percentile：Below $52,520/year；Salary · 10th percentile｜Below $52,520/year； national 10th percentile for the exact occupation (Environmental Scientists and Specialists)｜not an entry-level starting wage.
Salary · 25th percentile：Insufficient evidence: in this round OOH provides only the 10/50/90 percentiles and the OEWS occupation page redirects, so the corresponding percentiles for May2025 were not obtained, and it is not asserted on that basis that the official source has not published them.；Salary · 25th percentile｜Insufficient evidence: this percentile was not obtained in this round； no adjacent occupation or interpolation was substituted｜kept as a gap, no value filled in.
Salary · Median：$82,220/year；Salary · Median｜$82,220/year； median hourly wage $39.53 (May 2025)｜half of workers earn below and half above this value.
Salary · 75th percentile：Insufficient evidence: in this round OOH provides only the 10/50/90 percentiles and the OEWS occupation page redirects, so the corresponding percentiles for May2025 were not obtained, and it is not asserted on that basis that the official source has not published them.；Salary · 75th percentile｜Insufficient evidence: this percentile was not obtained in this round； no adjacent occupation or interpolation was substituted｜kept as a gap, no value filled in.
Salary · 90th percentile：Above $140,010/year；Salary · 90th percentile｜Above $140,010/year； national 90th percentile for the exact occupation｜does not represent continuous paid hours or total income.
No. The median is the midpoint of the wage distribution of workers within the same statistical period, not a starting salary; the 25th and 75th percentiles were not obtained in this round, and this page does not substitute adjacent occupations or interpolation.
It cannot simply be extrapolated. Hourly wages are paid by the hour, and annual income also depends on weeks worked, overtime, and project bonuses; the median hourly wage and median annual wage cannot be converted directly into an individual's take-home income.
From the U.S. Bureau of Labor Statistics (BLS) Occupational Employment and Wage Statistics (OEWS) May 2025 national estimates, and the BLS 2025–2035 employment projections; both are official statistical scope.
Industry, region, employer type, seniority, and professional background all affect actual income; wage bases from different sources (monthly salary, annual salary, project-based) must not be mixed.
| Industry | Median wage for this occupation within the industry | How to understand this value |
|---|---|---|
| Federal government (excluding postal service) | $116,110/year | Median wage for this occupation within that industry, May 2025 |
| Engineering services | $83,500/year | Median wage for this occupation within that industry, May 2025 |
| Local government (excluding education and hospitals) | $81,580/year | Median wage for this occupation within that industry, May 2025 |
| State government (excluding education and hospitals) | $80,500/year | Median wage for this occupation within that industry; management, scientific, and technical consulting services is also 79,320 U.S. dollars (May 2025) |
The median and the percentiles are positions in the wage distribution of workers within the same statistical period, not starting salaries; individual income depends on industry, region, employer, and seniority.
Employment was 93,400 in 2025 and is projected to grow 6% (about +5,700) from 2025 to 2035, with about 7,300 openings per year, including growth and replacement.
Education, professional background, and project experience affect the duties you can take on and the scope you can sign for, but qualifications or authority cannot be inferred directly from the occupation title.
Employment · Employment size｜93,400 people； 2025 employment size｜not exactly the same population as covered by the wage statistics.
Employment · Growth rate｜+6% (+5,700 people)； 2025–2035 projection｜not an individual's probability of getting a job.
Employment · Annual average job openings｜about 7,300； includes growth and replacement｜does not equal net new positions.
O*NET occupational interest baseline
IRC (Investigative-Realistic-Conventional)Investigative (I) — oriented to investigation and data analysis; Realistic (R) — oriented to field sampling and monitoring; Conventional (C) — oriented to standards, scope, and document conventions.
The occupational interest information on this page comes from O*NET's interest code IRC for Environmental Scientists and Specialists (19-2041.00); it describes work activity preferences, not individual assessment results, and cannot be used to infer suitability or hiring likelihood.
Which Holland type is closest to environmental scientists and specialists?
The official interest code is IRC (Investigative-Realistic-Conventional), consistent with this job's work activities: Investigative corresponds to investigation and data analysis, Realistic to field sampling and monitoring, and Conventional to standards, scope, and document conventions. The interest code only describes activity preferences and does not represent ability, hiring, or performance conclusions.
Do not use it this way: Treating "caring about the environment" as the main motivation; if you dislike verifying data and writing, the bulk of the daily work will be hard to sustain.
Test my Holland career interestsWhich Big Five traits are more relevant to this job?
Editorial suggestion: observe whether the person can keep verifying investigation data, methods, and conclusions and revise them during review, and gather more evidence first when evidence is missing. Occupational tasks cannot prove the predictive validity of the Big Five scales; no related research for this occupation was found in this round, so no personality threshold is set.
Do not use it this way: Treating personality test results as an occupational conclusion, or ruling yourself out on that basis.
View my Big Five personality traitsCan MBTI be used to judge whether I am suited to environmental scientists and specialists?
MBTI is not an occupational assessment and has not been shown to predict performance in this occupation. You can use it to organize your own information preferences and communication style, but occupational judgments must still return to real tasks: can you complete investigation data analysis and conclusion writing, and can you accept review.
Do not use it this way: Using a type label to explain why you are not suited to research or field work.
Learn my MBTI preferencesCan the Enneagram tell me whether I am suited to this occupation?
The Enneagram is a self-reflection tool. More practical questions for this job are: are you willing to hold back when evidence is insufficient, label uncertainty, and revise conclusions during review; these questions can be tested directly through exercises and internship experience.
Do not use it this way: Treating a type description as proof of occupational fit.
Explore my Enneagram patternIf I am not good at math, can I become an environmental scientist or specialist?
This job does require strong mathematical and statistical ability: O*NET classifies this occupation as Job Zone Four, which requires considerable preparation, and the actual work involves understanding statistical and spatial analysis methods and interpreting results. But this does not mean you must be a math standout; it means being able to use analysis tools correctly.
Do not use it this way: Treating a single test result as the ceiling of your ability.
Understand my intelligence and reasoning performanceDo environmental scientists and specialists need high emotional intelligence?
Editorial suggestion: through collaboration, observe whether the person can explain investigation data, methods, conclusions, and their limitations to the public and accept being challenged; no research on the predictive validity of emotional intelligence scales for this occupation was found, so no positive or negative validity conclusion is made.
Do not use it this way: Substituting high or low emotional intelligence for verifying professional competence.
Understand my emotional intelligence abilitiesFits better when: Prefers engineering design and technical solutions while being willing to add science and assessment knowledge
Watch for: Wants to do only engineering system design and not engage with investigation or research conclusions
Explore related career: Environmental Engineers directionFits better when: Prefers restoration and monitoring plan design and can accept multi-party collaboration
Watch for: Would rather do restoration project planning than broad environmental research
Explore related career: Environmental Restoration Planners directionFits better when: Prefers long-term land and natural resource management and can accept field work
Watch for: Would rather do long-term resource management than investigation and standards enforcement
Explore related career: Conservation Scientists directionFits better when: Prefers the water cycle and water resource assessment and can accept hydrological monitoring work
Watch for: Would rather focus on hydrological processes than multi-media environmental issues
Explore related career: Hydrologists directionFits better when: Prefers sampling and testing operations according to procedures
Watch for: Would rather execute testing than take on conclusions and standards enforcement
Explore related career: Environmental Science and Protection Technicians directionFits better when: Prefers regulation verification and site inspection work
Watch for: Would rather make enforcement determinations than research and assessment conclusions
Explore related career: Environmental Compliance Inspectors directionNo. Interest tests only describe preferences, do not measure ability, and do not predict hiring or performance. They can illustrate your inclination toward investigation, data analysis, and standards enforcement, but suitability must be verified in real tasks: can you complete one reproducible data analysis and conclusion write-up.
You can, but you need usable statistical and data processing foundations. O*NET classifies this occupation as Job Zone Four, and the actual work involves understanding statistical and spatial analysis methods and interpreting results. If your foundation is weak, make it up through courses and practice before entering the field.
More precisely, what is needed is communication and collaboration ability: explaining scientific conclusions to non-specialist decision-makers, accepting questioning in reviews, and stating things faithfully when data are unfavorable. These abilities can be observed and trained through concrete exercises; they are not personality thresholds.
Suitability depends on tasks, not personality labels. This job involves a great deal of independent data and writing time and also requires communicating with institutions, businesses, and the public. Being introverted is not an obstacle, but if you completely reject explanation and defense steps, the work experience will suffer.
O*NET classifies Environmental Scientists and Specialists (19-2041.00) as Job Zone Four; in the educational attainment survey, about 47% reported needing a bachelor's degree (the remaining categories are not published); BLS notes that this occupation usually requires a bachelor's degree in environmental science or a related field, and some roles require a master's. Insufficient evidence: no unified recruitment education or individual qualification threshold for mainland China was verified in this round; verify the major, experience, task authority, and competent authority requirements against the target posting.
Yes, but it takes time. Common tools in these roles include statistical and GIS software and sampling and monitoring equipment; at the entry level you must at least be able to read and reproduce others' data processing and analysis workflows, then gradually take on data cleaning and conclusion writing independently.
Both paths work: an environmental science background needs additional statistical and data skills, while a data or public health background needs additional knowledge of environmental media and standards. The key is to show the combination on your resume, for example having independently completed an assessment and conclusion write-up from monitoring data.
BLS materials mention that relevant internships and practical experience can provide preparation opportunities. Editorial suggestion: keep approved investigation data, methods, and conclusion analyses and review revision records; no comparison of the predictive effects of internships versus coursework was made, and it is not claimed that the former better demonstrates job performance.
BLS notes that this occupation typically works full time and may require overtime when conducting field investigations or meeting project deadlines; field work may involve water bodies, soil, and industrial facilities. The pace of work depends on project and field schedules and must be verified with the employer.
No. Tests can only suggest interest directions; choosing an occupation also requires verifying real tasks, education and qualification requirements, regional differences, and your performance on this page's exercises; it is recommended to verify with one real investigation data analysis task and one standards verification task.
Evidence：O*NET task and work activity data · O*NET task and work activity data
Typical scenario：Citing a standard that is outdated or not applicable to the situation
Roles most affected：Standards and permit enforcement
Possible consequence：May affect compliance judgments
How to reduce risk：Verify the current version of the standard and its applicable conditions, and retain the basis for the review
Evidence：O*NET task and work activity data · O*NET task and work activity data
Typical scenario：Field conditions inconsistent with the plan
Roles most affected：Field investigation step
Possible consequence：May lead to evidence-collection or safety problems
How to reduce risk：Work according to safety procedures; pause and record when conditions do not match
Evidence：O*NET task and work activity data · O*NET task and work activity data
Typical scenario：Mistaking a tool-generated draft report for a verified conclusion
Roles most affected：Steps using AI assistance
Possible consequence：May introduce incorrect citations or inappropriate content
How to reduce risk：Check back against original sources and standards item by item; tool output must not be treated as confirmed fact
Evidence：NIST Artificial Intelligence Risk Management Framework (AI RMF 1.0) · NIST Artificial Intelligence Risk Management Framework (AI RMF 1.0)
Typical scenario：Investigation data or individual information improperly disclosed
Roles most affected：Investigations involving restricted data and personal information
Possible consequence：May violate confidentiality or data protection requirements
How to reduce risk：Handle according to minimum necessity; restricted data must not be submitted to external tools
Evidence：NIST Artificial Intelligence Risk Management Framework (AI RMF 1.0) · NIST Artificial Intelligence Risk Management Framework (AI RMF 1.0)
Typical scenario：Missing review or unclear signing responsibility
Roles most affected：Review and signing step
Possible consequence：May lead to unclear responsibility
How to reduce risk：Clarify the reviewer and signing rules; unreviewed output must not be used as a basis for delivery
Evidence：NIST Artificial Intelligence Risk Management Framework (AI RMF 1.0) · NIST Artificial Intelligence Risk Management Framework (AI RMF 1.0)
| Entry directions | Starting tasks | Evidence you can prepare | Work you can show without experience | Differences to note |
|---|---|---|---|---|
| Monitoring and investigation assistant | Conduct sampling, monitoring, and data organization under supervision | Course investigation output and data records | Complete an environmental data assessment using public data | Data-support oriented; must focus on methods and scope |
| Environmental data analyst | Organize monitoring data and perform statistics and charting | Data analysis scripts and result explanation | Reproduce the analysis workflow of a public monitoring dataset | Data oriented; must focus on methods and reproducibility |
| Regulatory and permit review support | Assist with verifying permit materials and standard applicability | Review records and a list of the basis | Write an applicability checklist of current standards for one type of permit | Regulatory oriented; must focus on standard versions and the basis |
| Environmental consulting assistant | Take part in investigation, assessment, and report writing | Excerpts of consulting reports and examples of citation conventions | Write an assessment framework of existing and potential impacts for one project | Project-delivery oriented; must focus on schedule and scope |
| Research assistant | Assist with research design, data processing, and literature organization | Course papers and data management records | Complete one systematic literature search and data organization | Academic-support oriented; must focus on standards and citations |
Verify education, environmental science-related major, and investigation experience requirements, and record the posting date and whether it is still open.
Distinguish "being familiar with" from "being able to complete investigation and conclusions independently"; do not substitute a major name for actual analysis ability.
Verify whether a background check, data confidentiality agreement, safety training, or internal institutional authorization is required.
Record the requirements and their validity; cross-institution or cross-field moves require re-verification.
Job Zone Four; in the educational attainment survey, about 47% reported needing a bachelor's degree (the remaining categories are not published).
The preparation level describes the occupation as a whole and does not represent the conditions of a specific role.
Verify whether statistical and GIS software and sampling and monitoring equipment operating skills are required.
List the actual usage scenarios; do not substitute a tool list for analysis ability.
Provide monitoring point data, time series, pollution leads, and standard limits as the input for this exercise.
Label units, years, and missing items, and state that the data are fictional or publicly excerpted.
List the scope and condition differences that may affect the conclusions.
State that the exercise uses fictional materials and does not represent any real institution or project.
Checkable output: investigation hypotheses, data verification steps, impact judgments, and evidence gaps.
State the evidence and safety boundaries: stop and explain when data are insufficient or the standard is unclear.
Require writing the investigation objectives and hypotheses, data verification methods, possible conclusions and their boundaries, and stating which judgments must be reviewed by qualified professionals.
Exercise output: a reviewable environmental data analysis explanation and a list of conclusion boundaries.
First verify the data and methods, then compare with standards, and finally state the strength of the conclusions and the uncertainty.
Keep uncertain items as unknown rather than filling in substituted values.
State that the reference approach is only an example and not the only correct method.
List the education, major, skills, and experience requirements of the target posting item by item in a comparison table.
Mark items already met, to be completed, and to be verified.
Choose a public environmental dataset and write the data source, cleaning steps, analysis methods, and results.
Show that you can identify data gaps and proactively explain them at the boundaries.
Explain the investigation objectives, key findings, basis, and uncertainty in one page.
Label the strength of the conclusions and the applicable conditions.
Explain the software used, data versions, and key steps so that others can review them.
Mark which steps used AI assistance and were checked by a human.
| Scenario | Questions that may be asked | Evidence you can present | Conclusions that cannot be inferred from this |
|---|---|---|---|
| Interview | Whether you can explain the data sources, methods, and conclusion boundaries. | Check whether methods, the basis, and open items are written clearly. | Whether to hire is judged by the institution and the role, not determined by the candidate. |
| Written test or analysis assignment | Whether you can complete one reviewable data analysis within a limited time. | Use deliverables to show the method, scope, and limitations. |
Extract one indicator requirement and its corresponding method, and write out the possible applicable conditions.
Find one public environmental dataset and record its source, units, years, and gaps.
Verify the handling of outliers and missing values in one set of monitoring data and explain the basis for the judgments.
Compare the data with the limits and state the strength of the conclusion and the uncertainty.
Explain the findings, basis, and limitations in language non-specialist readers can understand.
Ask a classmate or colleague to point out where the evidence is weak and record their feedback.
| Qualification/preparation item | Who it applies to | Role for this occupation | Whether it is generally required | Conditions and investment | Magnitude of investment | What it cannot replace |
|---|---|---|---|---|---|---|
| Bachelor's degree (environmental science or a related field) | Most entry-level and support positions | Provides a scientific foundation and analysis methods | BLS notes that this occupation typically requires a bachelor's degree | Apply according to institution and program requirements |
Typical scope：Conduct sampling, monitoring, and data organization under supervision
Readiness evidence：Course investigation output and data records (editorial suggestion)
Credential boundary：Verify individual qualifications/licensure against the jurisdiction, the specific service task, and institutional rules; this round did not establish a licensure-free conclusion that is valid across regions
Next moves：Independently complete one monitoring plan and data analysis
Typical scope：Independently complete the statistics and charting of monitoring data
Readiness evidence：Presentable analysis scripts and result explanations (editorial suggestion)
Credential boundary：Mainly based on a related degree and analysis ability
Next moves：Take charge of the data analysis and conclusions of one monitoring project
Typical scope：Design monitoring and assessment plans and explain conclusions externally
Readiness evidence：Complete assessment reports and review records (editorial suggestion)
Credential boundary：Mainly based on experience and professional qualifications
Next moves：Responsible for assessment and quality control of cross-institution projects
Typical scope：Responsible for the technical approach, conclusions, and team delivery
Readiness evidence：Project outcomes and team records (editorial suggestion)
Credential boundary：Mainly based on internal institutional appointment
Next moves：Develops toward technical management and policy support
Typical scope：Assist with verifying permit materials and standard applicability
Readiness evidence：Review records and a list of the basis (editorial suggestion)
Credential boundary：Mainly based on a related degree and regulatory training
Next moves：Independently complete the material verification and explanation for one type of permit
Typical scope：Independently review permits and verify standards compliance
Readiness evidence：Review opinions and records of the basis (editorial suggestion)
Credential boundary：Mainly based on professional experience and institutional authorization
Next moves：Responsible for the review and external explanation of one type of project
Typical scope：Coordinates standards enforcement, inspection, and cross-department collaboration
Readiness evidence：Regulatory records and collaboration materials (editorial suggestion)
Credential boundary：Mainly based on experience and institutional authorization
Typical scope：Take part in investigation, assessment, and report writing
Readiness evidence：Excerpts of consulting reports and examples of citation conventions (editorial suggestion)
Credential boundary：Mainly based on a related degree
Next moves：Independently complete the material and basis organization for one project assessment
Typical scope：Independently complete assessment and compliance technical consulting
Readiness evidence：Presentable consulting reports and lists of the basis (editorial suggestion)
Credential boundary：Mainly based on professional experience and familiarity with regulations
Next moves：Responsible for the assessment delivery of one project and addressing scope disagreements
Typical scope：Coordinates project technical approaches and delivery quality
Readiness evidence：Project outcomes and client feedback (editorial suggestion)
Credential boundary：Mainly based on experience and internal institutional authorization
Can complete data organization, monitoring support, and basic analysis under supervision, and write the methods, scope, and gaps clearly.
Can independently complete an analysis from data verification to conclusion writing and accept review revisions.
Can design investigation and assessment frameworks, address scope disagreements, and state conclusion boundaries.
Can serve as a project or topic lead and be responsible for conclusions, review, and team delivery.
United States · Environmental Scientists and Specialists（SOC 19-2041）
About 93,400 people
Employment size
Employment size and openings are not the same indicator; openings include growth and replacement
Does not establish：Occupational-level statistics; industry and regional differences are large
Mainland China · Water Conservancy, Environment and Public Facilities Management (broad industry category)
Non-private 70,172 yuan/year; private 49,527 yuan/year
Industry wage (industry proxy)
Industry average wages cover multiple occupations and cannot replace this occupation's wage
Does not establish：Broad industry category scope; does not include a single-occupation wage distribution
These are capability relationships, not automatic promotions or credential waivers.
Transfers：Understanding of environmental problems and data
Build next：Requires additional engineering design and technical solution ability
View career profileTransfers：Environmental data and field experience
Build next：Requires additional restoration planning and habitat knowledge
View career profileTransfers：Ecological and field work ability
Build next：Requires additional resource management and field practice experience
View career profileTransfers：Understanding of environmental data and water systems
Build next：Requires additional knowledge of the water cycle and water resource assessment
View career profileTransfers：Field monitoring and data recording ability
Build next：Requires additional hands-on skills in sampling and testing according to procedures
View career profileTransfers：Environmental regulations and environmental data verification ability
Build next：Requires additional knowledge of regulatory enforcement and site evidence-collection procedures
View career profileTransfers：Scientific methods and data analysis ability
Build next：Requires additional specialized geological and geophysical knowledge
View career profileTransfers：Environmental data and planning ability
Build next：Requires additional water resource planning and policy knowledge
View career profileBoth involve environmental problems, but the deliverables differ: environmental engineers are responsible for the design of pollution control systems and facilities; this occupation is responsible for investigation, monitoring, and assessment conclusions, permit review opinions, and standards enforcement support, and is responsible for the evidence boundaries of the scientific conclusions.
U.S. O*NET-SOC 19-2041.00 "Environmental Scientists and Specialists, Including Health," corresponding to SOC 19-2041; the wages and employment verified on this page are under this occupational scope (BLS uses 19-2041 as the same line of data that includes health).
May 2025 median annual wage $82,220 (median hourly wage $39.53); the officially published lowest 10% earn below $52,520 and the highest 10% earn above $140,010; the 25th and 75th percentiles are not published, and this page does not substitute adjacent occupations or interpolation.
Employment was 93,400 in 2025 and is projected to grow 6% (about +5,700) from 2025 to 2035, with about 7,300 openings per year; openings include growth and replacement and are not an individual's probability of being hired.
The National Bureau of Statistics materials verified this time are at the broad industry category level, and no nationwide single-occupation wage statistic precisely corresponding to this occupation was obtained; this page uses the average wage of urban units in "Water Conservancy, Environment and Public Facilities Management" (2025 non-private 70,172 yuan/year, private 49,527 yuan/year) as an industry proxy, only to describe the industry context, and does not substitute an industry average or a single recruitment quote for occupational wages.
O*NET classifies this occupation as Job Zone Four; in the educational attainment survey, about 47% reported needing a bachelor's degree (the remaining categories are not published); BLS notes that this occupation usually requires a bachelor's degree in environmental science or a related field, and some roles require a master's. In mainland China, a bachelor's degree or above in environmental science or a related field is commonly required, and the specifics are governed by the posting.
A more accurate judgment is that some tasks will be tool-assisted and the occupation as a whole will mainly be augmented. ILO's 2023 study shows that managerial and professional occupations have a lower share of highly exposed tasks, and that technical feasibility does not mean institutions have already adopted it. The conclusion is that the task structure and ways of working will change, rather than the occupation being replaced as a whole.
No. The median is the midpoint of the wage distribution of workers within the same statistical period, not a starting salary; the 10th percentile is likewise only a position in the distribution and does not represent the actual pay of new hires. Individual income depends on industry, region, employer, and seniority.
First verify the actual tasks of the target role: most roles require scientific methods and a foundation in statistics and spatial analysis, as well as presentable data analysis work. People from engineering or public health backgrounds need to add knowledge of environmental media and standards, while people from environmental backgrounds need to add statistical and data processing skills.
FermatMind career content research process
2026-10-11 (verified by the author across the nine modules in this round)
This page's source register and fact register (O*NET 19-2041.00, BLS OOH and OEWS May 2025, BLS 2025–2035 projections, National Bureau of Statistics 2025 broad industry category average wages, ILO Working Paper 96, NIST AI RMF)
Limitations：U.S. occupational sources do not automatically imply mainland China licensing requirements, qualifications, or employer requirements.
Limitations：Applies only to this occupational description; education entries are not equivalent to qualifications, signing authority, or being hired.
Limitations：The 25th and 75th percentiles are not published on this page and are not filled in here; industry median wages are this occupation's values within that industry.
Limitations：Projections are not actual outcomes; they cannot be broken down into conclusions for a particular institution or region, or into individual hiring probabilities.
Limitations：These are occupational-level wage statistics; percentiles are not starting salaries and do not constitute an individual contract salary or after-tax income.
Limitations：Industry average wages cover multiple occupations and cannot be treated as this occupation's median, starting salary, or an individual offer.
Limitations：Task exposure does not equal actual adoption, productivity, or job change; economic structures differ greatly across countries.
Limitations：Governance frameworks contain no occupational or employment statistics and cannot serve as evidence of career prospects or employment.
Limitations：It is not an external source of occupational facts and does not replace official statistics or jurisdictional rules.
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.
Insufficient evidence: nationwide and city-level wages for the exact occupation in mainland China and a unified recruitment education or qualification threshold were not obtained; NBS2025 Water Conservancy/Environment/Public Facilities 70,172/49,527 yuan annual averages are non-private/private industry proxies. For U.S. 19-2041, the median of $82,220 and the 2025–2035 +6% both retain the official scope and are not attributed to AI; OOH provides only 10/50/90, and the OEWS redirect in this round did not yield the 25/75 percentiles, so it is not claimed that the official source has not published them. No measured AI adoption, effects, or causal employment change for this occupation was obtained. FAQ, shared facts, the legacy NIST metadata conclusion, and duplicate stable risk IDs are protected and retained.
MBTI (English) · Big Five (English) · MBTI (Chinese) · Big Five (Chinese)
Confirm the form of employment and the wage basis, distinguishing fixed annual salary and project-based quotes
Verify local regulatory and standards requirements and the correspondence with domestic occupational classifications
This exercise does not constitute an environmental conclusion or compliance opinion; permit approvals and enforcement decisions are undertaken by qualified personnel and authorized departments.
| The result of one assignment does not represent long-term performance or the full range of ability. |
| Probation period | Whether you can deliver conclusions according to institutional procedures and accept review. | Use reports and revision records to show collaboration and compliance. | Probation performance does not equal qualification or authorization. |
|---|
| After onboarding | Whether you can work according to data permissions and signing rules. | Use records and review comments to show compliance and traceability. | Following procedures does not replace professional judgment and authorization. |
|---|
Write down whether you want to continue, what you need to make up, and which conclusions cannot yet be drawn.
| A degree does not equal independent conclusions or authorization ability |
| Master's degree (environmental science or a related field) | Most research, regulatory, and consulting positions | Supports independent investigation and conclusion design | An editorial preparation suggestion; whether it is required must be verified against the target role's conditions item by item | Requires completing related major coursework and research training | Verify against the specific institution, program, or institutional arrangements; this page does not estimate a uniform duration | A degree does not equal qualification or signing rights |
|---|
| Doctorate (environmental science or a related field) | Research positions at research institutions and universities | Bears responsibility for research design and independent conclusions | An editorial preparation suggestion; whether it is required must be verified against the target role's conditions item by item | Requires completing a doctoral dissertation and research training | Verify against the specific institution, program, or institutional arrangements; this page does not estimate a uniform duration | A degree does not equal institutional authorization |
|---|
| Statistical and GIS tool skills | All analysis and monitoring positions | Complete data analysis, charting, and result reproduction | An editorial preparation suggestion; whether it is required must be verified against the target role's conditions item by item | Gained through courses, projects, or self-study | Verify against the specific institution, program, or institutional arrangements; this page does not estimate a uniform duration | Tool proficiency does not equal analytical judgment |
|---|
| Investigation and internship experience | Students and career changers | Demonstrates the ability to complete real investigation and reporting work | An editorial preparation suggestion; whether it is required must be verified against the target role's conditions item by item | Monitoring institutions, environmental protection departments, or consulting firms | Verify against the specific institution, program, or institutional arrangements; this page does not estimate a uniform duration | Project experience does not equal authorization or signing rights |
|---|
| Data and confidentiality training | Positions involving restricted data | Meets compliance and safety requirements | Depends on the institution and the type of data | In-house or industry training | Verify against the specific institution, program, or institutional arrangements; this page does not estimate a uniform duration | Training does not equal certification |
|---|
Next moves：Takes on enforcement and interpretation of multiple standards
Typical scope：Responsible for standards enforcement, permit scope, and team delivery
Readiness evidence：Institutional documents and team records (editorial suggestion)
Credential boundary：Mainly based on internal institutional appointment
Next moves：Develops toward policy making and management
Next moves：Takes on multi-project coordination and quality control
Typical scope：Responsible for conclusions, output, and team delivery
Readiness evidence：Project outcomes and method consolidation (editorial suggestion)
Credential boundary：Mainly based on internal institutional appointment
Next moves：Develops toward business and academic directions
