AITakeover Tracker
31%medium risk

Regulatory Affairs Managers

Plan, direct, or coordinate production activities of an organization to ensure compliance with regulations and standard operating procedures.

Green New & EmergingHigher risk than 45% of occupations

AI Impact Summary

Regulatory Affairs Managers faces moderate AI displacement risk with a score of 31/100. This occupation has higher AI displacement risk than 45% of all analyzed occupations. Of 27 analyzed tasks, 4 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.

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.

Memorization5%

Memorization 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)

Leadership88%

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

Adaptability/Flexibility85%

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

Coordination70%

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

Instructing75%

Instructing 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.

Negotiation85%

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

Persuasion80%

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

Social Perceptiveness90%

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

AI-Augmented Skills (7)

WritingJudgment and Decision MakingCritical ThinkingMonitoringSystems AnalysisActive LearningTechnology Design

Recommended Courses

Courses matched to Regulatory Affairs Managers 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

-7.4pt risk+$8K/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+$8K/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

-4pt risk+$9K/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

Bachelor's Degree64%
Master's Degree6%
Doctoral/Professional Degree21%
Level 93%
Level 103%
Level 113%

Prior Experience Needed

Work experience required to enter this job

6 months - 1 year6%
1-2 years3%
2-4 years36%
4-6 years27%
6-8 years18%
8-10 years6%
Over 10 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None3%
Up to 1 month12%
1-3 months36%
3-6 months9%
6 months - 1 year21%
1-2 years12%
2-4 years3%
4-6 years3%

How AI Impacts Each Task

27 tasks analyzed

Direct the preparation and submission of regulatory agency applications, reports, or correspondence.

Risk: 49.0%AI: 55EstimatedTime: 7%

Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.

Risk: 44.2%AI: 42.9ObservedTime: 7%

Provide regulatory guidance to departments or development project teams regarding design, development, evaluation, or marketing of products.

Risk: 35.8%AI: 51.88ObservedTime: 6%

Formulate or implement regulatory affairs policies and procedures to ensure that regulatory compliance is maintained or enhanced.

Risk: 47.0%AI: 50EstimatedTime: 6%

Communicate regulatory information to multiple departments and ensure that information is interpreted correctly.

Risk: 27.0%AI: 30EstimatedTime: 5%

Manage activities such as audits, regulatory agency inspections, or product recalls.

Risk: 43.0%AI: 40EstimatedTime: 5%

Develop regulatory strategies and implementation plans for the preparation and submission of new products.

Risk: 47.0%AI: 50EstimatedTime: 6%

Provide responses to regulatory agencies regarding product information or issues.

Risk: 31.0%AI: 40EstimatedTime: 5%

Maintain current knowledge of relevant regulations, including proposed and final rules.

Risk: 44.0%AI: 42.45ObservedTime: 5%

Investigate product complaints and prepare documentation and submissions to appropriate regulatory agencies as necessary.

Risk: 45.5%AI: 46.2ObservedTime: 4%

Review materials such as marketing literature or user manuals to ensure that regulatory agency requirements are met.

Risk: 65.8%AI: 41.42ObservedTime: 4%

Implement or monitor complaint processing systems to ensure effective and timely resolution of all complaint investigations.

Risk: 84.0%AI: 87EstimatedTime: 3%

Represent organizations before domestic or international regulatory agencies on major policy matters or decisions regarding company products.

Risk: 36.0%AI: 52.45ObservedTime: 4%

Oversee documentation efforts to ensure compliance with domestic and international regulations and standards.

Risk: 83.2%AI: 85EstimatedTime: 4%

Participate in the development or implementation of clinical trial protocols.

Risk: 49.0%AI: 55EstimatedTime: 3%

Develop and maintain standard operating procedures or local working practices.

Risk: 84.0%AI: 87EstimatedTime: 3%

Establish regulatory priorities or budgets and allocate resources and workloads.

Risk: 43.0%AI: 40EstimatedTime: 3%

Train staff in regulatory policies or procedures.

Risk: 29.0%AI: 35EstimatedTime: 3%

Monitor emerging trends regarding industry regulations to determine potential impacts on organizational processes.

Risk: 55.0%AI: 70EstimatedTime: 4%

Establish procedures or systems for publishing document submissions in hardcopy or electronic formats.

Risk: 75.2%AI: 65ObservedTime: 2%

Contribute to the development or implementation of business unit strategic and operating plans.

Risk: 45.0%AI: 45EstimatedTime: 3%

Coordinate internal discoveries and depositions with legal department staff.

Risk: 23.0%AI: 20EstimatedTime: 2%

Evaluate new software publishing systems and confer with regulatory agencies concerning news or updates on electronic publishing of submissions.

Risk: 47.0%AI: 50EstimatedTime: 2%

Develop relationships with state or federal environmental regulatory agencies to learn about and analyze the potential impacts of proposed environmental policy regulations.

Risk: 21.0%AI: 15EstimatedTime: 2%

Monitor regulatory affairs trends related to environmental issues.

Risk: 55.0%AI: 70EstimatedTime: 2%

Monitor regulatory affairs activities to ensure their alignment with corporate sustainability or green initiatives.

Risk: 53.0%AI: 65EstimatedTime: 2%

Evaluate regulatory affairs aspects that are specifically green, such as the use of toxic substances in packaging, carbon footprinting issues, or green policy implementation.

Risk: 51.0%AI: 60EstimatedTime: 2%

Protective Factors

Total protective discount: 33.4%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityAttention to DetailDependabilityInitiativeLeadershipStress ToleranceCooperationAnalytical ThinkingAdaptability/FlexibilityPersistenceAchievement/EffortSelf Control

Wage & Employment (2024)

Median Wage

$136,550

per year

Mean Wage

$149,890

per year

Employment

631K

workers

Wage Range

$68,860 - $227,590

10th - 90th pct

Wage Distribution

$68,860Median: $136,550$227,590
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Regulatory Affairs Managers 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.

  • 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.

  • Memorization

    Memorization 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.

  • Leadership

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

  • Adaptability/Flexibility

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

  • Coordination

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

  • Instructing

    Instructing 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.

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.

  • 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.

  • Critical Thinking

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

  • Monitoring

    Monitoring 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.

Score History

Risk score over 3 scoring runs

-8.7

overall change

Checking for existing plan...