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AI Work Index

Headline risk

2%

Very Low Risk

Managers, all other

United States AI Work IndexISCO 1219crosswalk_exact

United States AI Work Index tracks this occupation on the shared structural baseline and then layers on local demand resilience, wages, and confidence.

1,333.7 current · 1,393.5 projectedConfidence high

Why This Score

Tasks 100%

Share of job tasks that overlap with current AI capabilities

Wage $137K

Median annual wage

Demand 5%

Projected employment change over 10 years

Preparation Zone 4

Typical preparation needed for this occupation

Occupation profile

All managers not listed separately.

Task evidence

100% weighted task match · 6% effective coverage

Scores combine AI task overlap, human advantages, and local demand. How it works

United States Now

Median Wage

USD 136,550

Employment 2024

1333.7K

Projected Change (2024–34)

4.5%

Openings (2024–34)

106.7K

Wage distribution

Bottom 10%: USD 68,86025th pctl: USD 100,010Median: USD 136,55075th pctl: USD 179,190Top 10%: USD 227,590

Demand outlook

Projections published, but no prose outlook available.

Education: Bachelor's degree Experience: —

Role Profile

AdaptabilityLeadershipProblem solving and decision making

Tasks

  • 1. Develop regulatory strategies and implementation plans for the preparation and submission of new products. AI use: 0%
  • 2. Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards. AI use: 95%
  • 3. Direct the preparation and submission of regulatory agency applications, reports, or correspondence. AI use: 0%
  • 4. Supervise employees or subcontractors to ensure quality of work or adherence to safety regulations or policies. AI use: 0%
  • 5. Provide responses to regulatory agencies regarding product information or issues. AI use: 0%
  • 6. Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices. AI use: 0%

Technologies

Google Workspace softwareMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointAdobe Acrobat

Requirements

Telework: 34.8%Telework: 65.2%License required: 19.6%License required: 80.4%Apprenticeship: <5%Apprenticeship: >95%

Work context

E-Mail 5.0/5
E-Mail 5.0/5
E-Mail 5.0/5
Telephone Conversations 5.0/5
Face-to-Face Discussions with Individuals and Within Teams 5.0/5
E-Mail 4.9/5

Worker profile

Median age 46.4 · 5.5M employed

Under 25: 3% · 25–54: 69% · 55+: 28%

Related

Sustainability Manager →

Estimated modern role scored with US data