AITakeover Tracker
39%medium risk

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.

Green New & EmergingHigher risk than 79% of occupations

AI Impact Summary

Regulatory Affairs Specialists faces moderate AI displacement risk with a score of 39/100. This occupation has higher AI displacement risk than 79% of all analyzed occupations. Of 32 analyzed tasks, 9 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

WritingCritical ThinkingJudgment and Decision MakingSystems AnalysisActive LearningMonitoringTechnology Design

Recommended Courses

Courses matched to Regulatory Affairs Specialists skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.3pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk+$5K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$5K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Post-Secondary Certificate3%
Associate's Degree3%
Bachelor's Degree78%
Master's Degree9%
Doctoral/Professional Degree6%

Prior Experience Needed

Work experience required to enter this job

3-6 months3%
1-2 years25%
2-4 years41%
4-6 years25%
6-8 years6%

Training Provided After Hiring

How long it typically takes to learn on the job

None3%
Up to 1 month6%
1-3 months16%
3-6 months16%
6 months - 1 year38%
1-2 years19%
2-4 years3%

How AI Impacts Each Task

32 tasks analyzed

Coordinate, prepare, or review regulatory submissions for domestic or international projects.

Risk: 49.0%AI: 55EstimatedTime: 4%

Provide technical review of data or reports to be incorporated into regulatory submissions to assure scientific rigor, accuracy, and clarity of presentation.

Risk: 51.0%AI: 60EstimatedTime: 3%

Review product promotional materials, labeling, batch records, specification sheets, or test methods for compliance with applicable regulations and policies.

Risk: 84.0%AI: 87EstimatedTime: 3%

Maintain current knowledge base of existing and emerging regulations, standards, or guidance documents.

Risk: 87.2%AI: 95EstimatedTime: 3%

Interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures.

Risk: 41.9%AI: 37.32ObservedTime: 3%

Advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues.

Risk: 33.9%AI: 47.22ObservedTime: 2%

Determine the types of regulatory submissions or internal documentation that are required in situations such as proposed device changes or labeling changes.

Risk: 53.0%AI: 65EstimatedTime: 2%

Prepare or maintain technical files as necessary to obtain and sustain product approval.

Risk: 82.0%AI: 82EstimatedTime: 2%

Coordinate efforts associated with the preparation of regulatory documents or submissions.

Risk: 27.0%AI: 30EstimatedTime: 2%

Prepare or direct the preparation of additional information or responses as requested by regulatory agencies.

Risk: 51.0%AI: 60EstimatedTime: 2%

Analyze product complaints and make recommendations regarding their reportability.

Risk: 41.0%AI: 35ObservedTime: 2%

Review adverse drug reactions and file all related reports in accordance with regulatory agency guidelines.

Risk: 86.0%AI: 92EstimatedTime: 2%

Coordinate recall or market withdrawal activities as necessary.

Risk: 23.0%AI: 20EstimatedTime: 2%

Escort government inspectors during inspections and provide post-inspection follow-up information as requested.

Risk: 19.0%AI: 10EstimatedTime: 2%

Communicate with regulatory agencies regarding pre-submission strategies, potential regulatory pathways, compliance test requirements, or clarification and follow-up of submissions under review.

Risk: 23.0%AI: 20EstimatedTime: 2%

Identify relevant guidance documents, international standards, or consensus standards and provide interpretive assistance.

Risk: 55.0%AI: 70EstimatedTime: 2%

Review clinical protocols to ensure collection of data needed for regulatory submissions.

Risk: 44.1%AI: 42.8ObservedTime: 2%

Compile and maintain regulatory documentation databases or systems.

Risk: 70.1%AI: 52.18ObservedTime: 2%

Recommend changes to company procedures in response to changes in regulations or standards.

Risk: 53.0%AI: 65EstimatedTime: 2%

Obtain and distribute updated information regarding domestic or international laws, guidelines, or standards.

Risk: 66.2%AI: 42.43ObservedTime: 1%

Write or update standard operating procedures, work instructions, or policies.

Risk: 84.0%AI: 87EstimatedTime: 2%

Participate in internal or external audits.

Risk: 47.0%AI: 50EstimatedTime: 2%

Develop or conduct employee regulatory training.

Risk: 31.0%AI: 40EstimatedTime: 1%

Direct the collection and preparation of laboratory samples as requested by regulatory agencies.

Risk: 74.0%AI: 62EstimatedTime: 1%

Prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires.

Risk: 69.0%AI: 49.58ObservedTime: 30%

Develop or track quality metrics.

Risk: 53.0%AI: 65EstimatedTime: 20%

Specialize in regulatory issues related to agriculture, such as the cultivation of green biotechnology crops or the post-market regulation of genetically altered crops.

Risk: 51.0%AI: 60EstimatedTime: 1%

Determine the legal implications of the production, supply, or use of ozone-depleting substances or equipment containing such substances.

Risk: 49.0%AI: 55EstimatedTime: 1%

Monitor national or international legislation on ozone-depleting substances or global warming.

Risk: 86.0%AI: 92EstimatedTime: 1%

Obtain clearances for the use of recycled plastics in product packaging.

Risk: 76.0%AI: 67EstimatedTime: 1%

Determine regulations or procedures related to the management, collection, reuse, recovery, or recycling of packaging waste.

Risk: 53.0%AI: 65EstimatedTime: 1%

Determine requirements applying to treatment, storage, shipment, or disposal of potentially hazardous production-related waste.

Risk: 53.0%AI: 65EstimatedTime: 1%

Protective Factors

Total protective discount: 31.4%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityAttention to DetailDependabilityAdaptability/FlexibilityAnalytical ThinkingStress ToleranceInitiativePersistenceCooperationAchievement/EffortIndependenceSelf Control

Wage & Employment (2024)

Median Wage

$78,420

per year

Mean Wage

$84,980

per year

Employment

398K

workers

Wage Range

$46,230 - $130,030

10th - 90th pct

Wage Distribution

$46,230Median: $78,420$130,030
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Regulatory Affairs Specialists professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 3 scoring runs

-8.6

overall change

Checking for existing plan...