# Regulatory Affairs Specialists

> Coordinate and document internal regulatory processes, such as internal audits, inspections, license renewals, or registrations. May compile and prepare materials for submission to regulatory agencies.
- **Entity Type:** role
- **Schema Version:** role.v1
- **Soc Code:** 13-1041.07
- **Summary:** Coordinate and document internal regulatory processes, such as internal audits, inspections, license renewals, or registrations. May compile and prepare materials for submission to regulatory agencies.

## Aliases

- Regulatory Affairs Associate (RA Associate)
- Regulatory Affairs Consultant (RA Consultant)
- Regulatory Affairs Specialist (RA Specialist)
- Regulatory Engineer
- Drug Regulatory Affairs Specialist
- Regulatory Affairs Analyst (RA Analyst)
- Regulatory Affairs Strategist (RA Strategist)
- Regulatory Services Consultant
- Regulatory Specialist
- Regulatory Submissions Associate
- Anti Money Laundering Compliance Analyst (AML Compliance Analyst)
- CMC Regulatory Affairs Manager (Chemistry, Manufacturing, and Controls Regulatory Affairs Manager)

## Tasks

| Text | Type | Iwa |
| --- | --- | --- |
| Coordinate efforts associated with the preparation of regulatory documents or submissions. | Core | 4.A.4.b.1.g |
| Communicate with regulatory agencies regarding pre-submission strategies, potential regulatory pathways, compliance test requirements, or clarification and follow-up of submissions under review. | Core | 4.A.1.a.1.q |
| Prepare or direct the preparation of additional information or responses as requested by regulatory agencies. | Core | 4.A.4.b.1.g |
| Coordinate, prepare, or review regulatory submissions for domestic or international projects. | Core | 4.A.3.b.6.n |
| Prepare or maintain technical files as necessary to obtain and sustain product approval. | Core | 4.A.3.b.6.n |
| Interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures. | Core | 4.A.4.a.1.b |
| Determine the types of regulatory submissions or internal documentation that are required in situations such as proposed device changes or labeling changes. | Core | 4.A.2.a.4.i |
| Coordinate recall or market withdrawal activities as necessary. | Core | 4.A.4.b.4.j |
| Advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues. | Core | 4.A.4.b.6.h |
| Review adverse drug reactions and file all related reports in accordance with regulatory agency guidelines. | Core | 4.A.2.a.3.a |
| Review product promotional materials, labeling, batch records, specification sheets, or test methods for compliance with applicable regulations and policies. | Core | 4.A.2.a.3.a |
| Identify relevant guidance documents, international standards, or consensus standards. | Core | 4.A.2.a.2.c |

## Emerging Tasks

| Text |
| --- |
| Develop regulatory strategies for products. |

## Activities

| Name | Iwa |
| --- | --- |
| Obtain documentation to authorize activities. | 4.A.1.a.1.q |
| Prepare regulatory or compliance documentation. | 4.A.3.b.6.n |
| Coordinate regulatory documentation activities. | 4.A.4.b.1.g |
| Explain regulations, policies, or procedures. | 4.A.4.a.1.b |
| Examine product information to ensure compliance with regulations. | 4.A.2.a.3.a |
| Advise others on legal or regulatory compliance matters. | 4.A.4.b.6.h |
| Maintain data in information systems or databases. | 4.A.3.b.6.h |
| Evaluate applicable laws and regulations to determine impact on organizational activities. | 4.A.2.a.4.i |
| Train personnel in organizational or compliance procedures. | 4.A.4.b.3.d |
| Update knowledge of legal or regulatory environments. | 4.A.2.b.3.a |
| Examine financial records or processes. | 4.A.2.a.3.c |
| Correspond with customers to answer questions or resolve complaints. | 4.A.4.a.8.c |
| Establish organizational guidelines or policies. | 4.A.2.b.4.a |
| Prepare financial documents. | 4.A.3.b.6.a |
| Oversee business processes. | 4.A.4.b.4.j |
| Monitor business indicators. | 4.A.1.a.2.c |
| Analyze environmental regulations to ensure organizational compliance. | 4.A.2.a.4.i |
| Compile technical information or documentation. | 4.A.2.a.2.c |
| Review documents or materials for compliance with policies or regulations. | 4.A.2.a.3.a |
| Communicate with government agencies. | 4.A.4.b.1.c |
| Investigate system, equipment, or product failures. | 4.A.1.a.1.v |
| Analyze data to identify or resolve operational problems. | 4.A.2.a.4.g |
| Recommend changes or corrective procedures. | 4.A.4.b.6.e |

## Capabilities

| Name | Family | Value |
| --- | --- | --- |
| English Language | knowledge | 4.5 |
| Written Comprehension | ability | 4.25 |
| Written Expression | ability | 4.12 |
| Law and Government | knowledge | 4.1 |
| Active Listening | essential_skill | 4 |
| Writing | essential_skill | 4 |
| Speaking | essential_skill | 4 |
| Oral Comprehension | ability | 4 |
| Oral Expression | ability | 4 |
| Reading Comprehension | essential_skill | 3.88 |
| Critical Thinking | essential_skill | 3.88 |
| Judgment and Decision Making | transferable_skill | 3.88 |
| Problem Sensitivity | ability | 3.88 |
| Deductive Reasoning | ability | 3.88 |
| Inductive Reasoning | ability | 3.88 |
| Speech Clarity | ability | 3.88 |
| Complex Problem Solving | transferable_skill | 3.75 |
| Systems Analysis | transferable_skill | 3.75 |
| Speech Recognition | ability | 3.75 |
| Information Ordering | ability | 3.62 |
| Near Vision | ability | 3.62 |
| Biology | knowledge | 3.45 |
| Computers and Electronics | knowledge | 3.4 |
| Social Perceptiveness | transferable_skill | 3.38 |
| Time Management | transferable_skill | 3.38 |
| Administration and Management | knowledge | 3.37 |
| Active Learning | essential_skill | 3.25 |
| Monitoring | essential_skill | 3.25 |
| Systems Evaluation | transferable_skill | 3.25 |
| Administrative | knowledge | 3.17 |
| Coordination | transferable_skill | 3.12 |
| Negotiation | transferable_skill | 3.12 |
| Fluency of Ideas | ability | 3.12 |
| Learning Strategies | essential_skill | 3 |
| Persuasion | transferable_skill | 3 |
| Instructing | transferable_skill | 3 |
| Service Orientation | transferable_skill | 3 |
| Category Flexibility | ability | 3 |
| Mathematical Reasoning | ability | 3 |
| Management of Personnel Resources | transferable_skill | 2.88 |

## Skills

| Name | Type |
| --- | --- |
| English Language | Common Skill |
| Writing | Common Skill |
| Active Listening | Common Skill |
| Reading Comprehension | Common Skill |
| Inductive Reasoning | Common Skill |
| Deductive Reasoning | Common Skill |
| Critical Thinking | Common Skill |
| Systems Analysis | Specialized Skill |
| Speech Recognition | Specialized Skill |
| Complex Problem Solving | Common Skill |
| Information Ordering | Specialized Skill |
| Microsoft Word | Common Skill |
| Microsoft PowerPoint | Common Skill |
| Microsoft Outlook | Common Skill |
| Microsoft Excel | Common Skill |
| Biology | Specialized Skill |
| Time Management | Common Skill |
| Social Perceptiveness | Common Skill |
| Active Learning | Common Skill |
| Negotiation | Common Skill |
| Microsoft Visio | Specialized Skill |
| Microsoft SharePoint | Specialized Skill |
| Microsoft Project | Specialized Skill |
| Microsoft Access | Specialized Skill |
| Learning Strategies | Specialized Skill |
| Instructing | Specialized Skill |
| Adobe Acrobat | Specialized Skill |
| Chemistry | Specialized Skill |
| Mathematics | Common Skill |
| Visualization | Specialized Skill |
| Finger Dexterity | Common Skill |
| Telecommunications | Specialized Skill |
| Tax Software | Specialized Skill |
| Statistical Software | Specialized Skill |
| Microsoft Dynamics | Specialized Skill |
| MicroStrategy | Specialized Skill |
| LexisNexis | Specialized Skill |
| Foreign Language | Common Skill |
| Depth Perception | Common Skill |
| Geography | Specialized Skill |

## Tools

| Example | Category | Hot | In Demand |
| --- | --- | --- | --- |
| Microsoft Excel | Spreadsheet software | yes | yes |
| Microsoft Office software | Office suite software | yes | yes |
| Microsoft Outlook | Electronic mail software | yes | yes |
| Microsoft PowerPoint | Presentation software | yes | yes |
| Microsoft Word | Word processing software | yes | yes |
| Adobe Acrobat | Document management software | yes | no |
| Microsoft Access | Data base user interface and query software | yes | no |
| Microsoft Project | Project management software | yes | no |
| Microsoft SharePoint | Document management software | yes | no |
| Microsoft SQL Server | Data base user interface and query software | yes | no |
| Microsoft Visio | Process mapping and design software | yes | no |
| Microsoft Visual Basic | Development environment software | yes | no |
| SAP software | Enterprise resource planning ERP software | yes | no |
| Structured query language SQL | Data base user interface and query software | yes | no |
| Yardi software | Data base user interface and query software | yes | no |
| Analyse-it | Analytical or scientific software | no | no |
| Atrion Intelligent Authoring | Document management software | no | no |
| DataVision | Data base reporting software | no | no |
| FileMaker Pro | Data base user interface and query software | no | no |
| Fund accounting software | Accounting software | no | no |
| Healthcare common procedure coding system HCPCS | Medical software | no | no |
| Human resource management software HRMS | Human resources software | no | no |
| Integrated development environment IDE software | Development environment software | no | no |
| LexisNexis | Information retrieval or search software | no | no |
| McAfee | Transaction security and virus protection software | no | no |
| Medical procedure coding software | Medical software | no | no |
| Microsoft Dynamics | Enterprise resource planning ERP software | no | no |
| MicroStrategy | Business intelligence and data analysis software | no | no |
| NortonLifeLock cybersecurity software | Transaction security and virus protection software | no | no |
| Qlik Tech QlikView | Business intelligence and data analysis software | no | no |
| Relational database management software | Data base management system software | no | no |
| Statistical software | Analytical or scientific software | no | no |
| Tax software | Accounting software | no | no |
| Web browser software | Internet browser software | no | no |

## Work Context

| Name | Value |
| --- | --- |
| E-Mail | 4.95 |
| Spend Time Sitting | 4.9 |
| Indoors, Environmentally Controlled | 4.47 |
| Work With or Contribute to a Work Group or Team | 4.45 |
| Telephone Conversations | 4.42 |
| Face-to-Face Discussions with Individuals and Within Teams | 4.42 |
| Contact With Others | 4.2 |
| Importance of Being Exact or Accurate | 4.15 |
| Determine Tasks, Priorities and Goals | 3.9 |
| Freedom to Make Decisions | 3.8 |
| Time Pressure | 3.75 |
| Written Letters and Memos | 3.58 |
| Coordinate or Lead Others in Accomplishing Work Activities | 3.55 |
| Impact of Decisions on Co-workers or Company Results | 3.45 |
| Importance of Repeating Same Tasks | 3.3 |
| Physical Proximity | 3.2 |
| Frequency of Decision Making | 3.15 |
| Spend Time Making Repetitive Motions | 3 |
| Level of Competition | 3 |
| Work Outcomes and Results of Other Workers | 2.85 |
| Conflict Situations | 2.85 |
| Consequence of Error | 2.8 |
| Deal With External Customers or the Public in General | 2.5 |
| Public Speaking | 2.4 |
| Dealing With Unpleasant, Angry, or Discourteous People | 2.35 |
| Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable | 2 |
| Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls | 1.9 |
| Spend Time Standing | 1.74 |
| Degree of Automation | 1.7 |
| Health and Safety of Other Workers | 1.6 |
| Spend Time Walking or Running | 1.45 |
| Indoors, Not Environmentally Controlled | 1.35 |
| Exposed to Contaminants | 1.32 |
| Dealing with Violent or Physically Aggressive People | 1.26 |
| Pace Determined by Speed of Equipment | 1.25 |
| Exposed to Minor Burns, Cuts, Bites, or Stings | 1.2 |
| Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets | 1.2 |
| Exposed to Cramped Work Space, Awkward Positions | 1.17 |
| In an Enclosed Vehicle or Operate Enclosed Equipment | 1.16 |
| Exposed to Extremely Bright or Inadequate Lighting Conditions | 1.16 |

## Preparation

- **Job Zone:** 4
- **Job Zone Name:** Job Zone Four: Considerable Preparation Needed
- **Education:** Most of these occupations require a four-year bachelor's degree, but some do not.
- **Experience:** A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified.
- **Svp Range:** (7.0 to < 8.0)

### Education Distribution

| Label | Percentage |
| --- | --- |
| Bachelor's Degree | 80 |
| Master's Degree | 10 |
| Post-Baccalaureate Certificate | 5 |
| Post-Doctoral Training | 5 |

## Person Fit

| Name | Family | Value |
| --- | --- | --- |
| Conventional | career_interest_type | 6.32 |
| Office Work | specific_interest_area | 5.2 |
| Dependability | work_style | 5 |
| Enterprising | career_interest_type | 4.46 |
| Law | specific_interest_area | 4.2 |
| Attention to Detail | work_style | 4 |
| Management/Administration | specific_interest_area | 3.43 |
| Investigative | career_interest_type | 3.32 |
| Integrity | work_style | 3 |
| Medical Science | specific_interest_area | 2.92 |
| Cautiousness | work_style | 2.62 |
| Social | career_interest_type | 2.5 |
| Intellectual Curiosity | work_style | 2.2 |
| Human Resources | specific_interest_area | 2.14 |
| Accounting | specific_interest_area | 2.1 |
| Business Initiatives | specific_interest_area | 2.03 |

## Related Roles

| Soc Code | Slug | Title | Tier |
| --- | --- | --- | --- |
| 11-9199.01 | role-11-9199-01 | Regulatory Affairs Managers | Primary-Short |
| 11-9199.02 | role-11-9199-02 | Compliance Managers | Primary-Short |
| 13-1041.01 | role-13-1041-01 | Environmental Compliance Inspectors | Primary-Short |
| 13-1041.04 | role-13-1041-04 | Government Property Inspectors and Investigators | Primary-Short |
| 13-1041.00 | role-13-1041-00 | Compliance Officers | Primary-Short |
| 11-3051.01 | role-11-3051-01 | Quality Control Systems Managers | Primary-Long |
| 15-1299.03 | role-15-1299-03 | Document Management Specialists | Primary-Long |
| 13-1041.06 | role-13-1041-06 | Coroners | Primary-Long |
| 13-1041.03 | role-13-1041-03 | Equal Opportunity Representatives and Officers | Primary-Long |
| 13-1041.08 | role-13-1041-08 | Customs Brokers | Primary-Long |
| 15-2051.02 | role-15-2051-02 | Clinical Data Managers | Supplemental |
| 29-9021.00 | role-29-9021-00 | Health Information Technologists and Medical Registrars | Supplemental |

## Career Clusters

| Cluster | Slug |
| --- | --- |
| Energy & Natural Resources | energy-natural-resources |
| Financial Services | financial-services |
| Management & Entrepreneurship | management-entrepreneurship |
| Public Service & Safety | public-service-safety |

## Education Level

- **Category:** Bachelor's degree

## Study Programs

| Title | Slug |
| --- | --- |
| Business, Management, Marketing, and Related Support Services | business-management-marketing-and-related-support-services |
| Health Professions and Related Programs | health-professions-and-related-programs |
| Homeland Security, Law Enforcement, Firefighting and Related Protective Services | homeland-security-law-enforcement-firefighting-and-related-protective-services |
| Multi/Interdisciplinary Studies | multi-interdisciplinary-studies |
| Natural Resources and Conservation | natural-resources-and-conservation |

## Market

- **Median Wage:** 78420
- **Mean Wage:** 84980
- **Pct10Wage:** 46230
- **Pct25Wage:** 59130
- **Pct75Wage:** 104800
- **Pct90Wage:** 130030
- **Employment:** 397770
- **Area Title:** U.S.

## Industries


### Top

| Naics | Slug | Title | Level | Employment | Median Wage | Lq |
| --- | --- | --- | --- | --- | --- | --- |
| 52 | 52 | Finance and Insurance | Sector | 46410 | 79920 | 2.89 |
| 54 | 54 | Professional, Scientific, and Technical Services | Sector | 38020 | 90990 | 1.37 |
| 62 | 62 | Health Care and Social Assistance | Sector | 32070 | 68590 | 0.54 |
| 55 | 55 | Management of Companies and Enterprises | Sector | 22870 | 89740 | 3.16 |
| 56 | 56 | Administrative and Support and Waste Management and Remediation Services | Sector | 18660 | 60800 | 0.8 |
| 31-33 | 31-33 | Manufacturing | Sector | 18630 | 85040 | 0.57 |
| 61 | 61 | Educational Services | Sector | 15080 | 74650 | 0.43 |
| 48-49 | 48-49 | Transportation and Warehousing | Sector | 14480 | 63430 | 0.76 |
| 42 | 42 | Wholesale Trade | Sector | 10460 | 80660 | 0.67 |
| 561320 | 561320 | Temporary Help Services | National industry | 7260 | 56880 | 1.06 |
| 53 | 53 | Real Estate and Rental and Leasing | Sector | 7040 | 65310 | 1.15 |
| 51 | 51 | Information | Sector | 6310 | 92300 | 0.84 |

### Concentrated

| Naics | Slug | Title | Level | Employment | Lq |
| --- | --- | --- | --- | --- | --- |
| 221111 | 221111 | Hydroelectric Power Generation | National industry | 130 | 7.37 |
| 524114 | 524114 | Direct Health and Medical Insurance Carriers | National industry | 5750 | 4.96 |
| 221112 | 221112 | Fossil Fuel Electric Power Generation | National industry | 600 | 3.26 |
| 55 | 55 | Management of Companies and Enterprises | Sector | 22870 | 3.16 |
| 52 | 52 | Finance and Insurance | Sector | 46410 | 2.89 |
| 22 | 22 | Utilities | Sector | 4180 | 2.8 |
| 541380 | 541380 | Testing Laboratories and Services | National industry | 790 | 1.8 |
| 623220 | 623220 | Residential Mental Health and Substance Abuse Facilities | National industry | 1070 | 1.6 |
- **Count:** 52

## Ai Signals

| Source | Label | Score | Scale | Release |
| --- | --- | --- | --- | --- |
| frey_osborne | Computerization probability | 0.08 | 0-1 probability | 2013-baseline-2016-employment-snapshot |
| felten_aioe | AI occupational exposure | 0.6981205 | relative exposure score | 2021-plus-generative-ai-workbooks |
| felten_image_generation_aioe | Image generation occupational exposure | 0.8251011 | relative exposure score | 2021-plus-generative-ai-workbooks |
| felten_language_modeling_aioe | Language modeling occupational exposure | 0.5718207 | relative exposure score | 2021-plus-generative-ai-workbooks |

## Ai Outlook


### Index

- **Value:** 74
- **Percentile:** 75
- **Band:** High
- **Version:** ai-exposure-index-v1

#### Components

| Percentile | Source |
| --- | --- |
| 64 | felten_aioe |
| 91 | openai_gpts_are_gpts |
| 67 | microsoft_working_with_ai |
- **Component Count:** 3

### Exposure

| Source | Label | Value | Percentile | Band | Note |
| --- | --- | --- | --- | --- | --- |
| felten_aioe | Overall AI exposure (Felten et al.) | 0.6981205 | 64 | Moderate | How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss. |
| eloundou_gamma | LLM task exposure, γ (OpenAI / Eloundou) | 0.9821428571428571 | 91 | High | Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank. |
| microsoft_applicability | AI assistant applicability (Microsoft) | 0.19911368668287543 | 67 | High | How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement. |

### Frey Historical

- **Source:** frey
- **Label:** Computerization probability (Frey & Osborne, 2013)
- **Value:** 0.08
- **Percentile:** 26
- **Band:** Low
- **Note:** A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking.
- **Teleworkable:** yes

### Eloundou

- **Alpha:** 0.08928571428571427
- **Beta:** 0.5357142857142857
- **Gamma:** 0.9821428571428571

### Usage Tasks

| Task | Usage Percent | Importance |
| --- | --- | --- |
| Prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires. | 0.04190477755547248 | 2.94 |
| Interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures. | 0.009757239871985013 | 4.44 |
| Advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues. | 0.007497668533209536 | 4.35 |
| Obtain and distribute updated information regarding domestic or international laws, guidelines, or standards. | 0.004211019313172479 | 3.45 |
| Review clinical protocols to ensure collection of data needed for regulatory submissions. | 0.004005603736920163 | 4 |
| Determine regulations or procedures related to the management, collection, reuse, recovery, or recycling of packaging waste. | 0.002567694703153951 | 2.29 |
- **Usage Release:** 2026-01-15-v4-plus-2025-03-27-v2

### Bls

- **Growth Percent:** 3
- **Growth Percentile:** 51
- **Direction:** About average
- **Annual Openings Thousands:** 33.3
- **Annual Openings Percentile:** 86
- **Employment2024Thousands:** 418
- **Employment2034Thousands:** 430.3

### Sources

| Source | Version |
| --- | --- |
| bls_employment_projections | 2024-2034 |
| dingel_neiman | dingel-neiman-workathome |
| felten_aioe | felten-raj-seamans-aioe |
| frey_osborne | frey-osborne-automation |
| microsoft_working_with_ai | working-with-ai |
| openai_gpts_are_gpts | gpts-are-gpts |

## Ai Playbook

- **Trusted Task Count:** 3
- **Task Count:** 6
- **Total Sample:** 299
- **Autonomy Median:** 3
- **Dominant Collaboration:** directive
- **Automation Share:** 39.74
- **Augmentation Share:** 50
- **Work Use Percent:** 62.82

### Collaboration

| Label | Percent |
| --- | --- |
| directive | 39.74 |
| task iteration | 26.07 |
| learning | 23.93 |

### Use Case

| Label | Percent |
| --- | --- |
| work | 62.82 |
| personal | 32.05 |

### Delegated Tasks

| Task | Usage Percent | Collaboration | Autonomy Median | Sample Count |
| --- | --- | --- | --- | --- |
| Interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures. | 0.008901112639079885 | learning | 3 | 89 |
| Prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires. | 0.008301037629703713 | task iteration | 3 | 83 |
| Obtain and distribute updated information regarding domestic or international laws, guidelines, or standards. | 0.006200775096887111 | directive | 3 | 62 |

### Boundary Tasks

| Task | Human Needed Percent | Sample Count |
| --- | --- | --- |
| Obtain and distribute updated information regarding domestic or international laws, guidelines, or standards. | 100 | 62 |
| Prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires. | 97.59036144578313 | 83 |
| Interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures. | 93.25842696629213 | 89 |

### Seed Prompts

| Prompt | Collaboration |
| --- | --- |
| Teach me how to interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures, then check my work as I try it myself. | learning |
| Let's work through this together, step by step: prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires. I'll give feedback as we go. | task iteration |
| Do this for me: obtain and distribute updated information regarding domestic or international laws, guidelines, or standards. Give me a finished draft I can review and adjust. | directive |
- **Release:** 2026-01-15-v4-plus-2025-03-27-v2

## Counts

- **Tasks:** 30
- **Skills:** 49
- **Capabilities:** 120
- **Tools:** 34
- **Related Roles:** 20

## Source

- **Dataset:** gold.onet_role_starter_surface
- **Version:** 30.3
- **Generated At:** 2026-06-02T21:00:32.945303+00:00
- **Content Hash:** 280b38e7b52052ad