AI JOB RISK SCANNER
O*NET-SOC 25-1065.00 / model V11 rated-task engine

Will AI replace
Political Science Teachers, Postsecondary?

Teach courses in political science, international affairs, and international relations. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.

Estimated AI task exposure
73%

High exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

22 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

70/100

Physical moat

2/100

Human moat

50/100

Rating coverage

100%

22 task statements / 22 rated

Highest-weighted occupation tasks

Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.
Importance 91/100Relevance 100/100Frequency 58/100Weight 0.86
Initiate, facilitate, and moderate classroom discussions.
Importance 88/100Relevance 100/100Frequency 58/100Weight 0.85
Prepare and deliver lectures to undergraduate or graduate students on topics such as classical political thought, international relations, and democracy and citizenship.
Importance 91/100Relevance 97/100Frequency 57/100Weight 0.85
Evaluate and grade students' class work, assignments, and papers.
Importance 91/100Relevance 100/100Frequency 47/100Weight 0.83
Maintain student attendance records, grades, and other required records.
Importance 81/100Relevance 100/100Frequency 52/100Weight 0.81
Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.
Importance 86/100Relevance 100/100Frequency 43/100Weight 0.80
Maintain regularly scheduled office hours to advise and assist students.
Importance 77/100Relevance 100/100Frequency 53/100Weight 0.80
Compile, administer, and grade examinations, or assign this work to others.
Importance 84/100Relevance 100/100Frequency 38/100Weight 0.79
Prepare course materials, such as syllabi, homework assignments, and handouts.
Importance 84/100Relevance 100/100Frequency 35/100Weight 0.78
Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.
Importance 85/100Relevance 89/100Frequency 48/100Weight 0.77

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$98,070

BLS OEWS May 2025

National employment

16,970

BLS OEWS May 2025

Projected growth

+2.5%

BLS Employment Projections 2025–2035

Average annual openings

2

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Substitute Teachers, Short-Term

12%

61 points lower exposure • 66% profile similarity

Median wage: $41,670 Growth 2025–2035: +2.0% Annual openings: 65

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Chefs and Head Cooks

12%

61 points lower exposure • 63% profile similarity

Median wage: $62,470 Growth 2025–2035: +6.6% Annual openings: 25

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Hydroelectric Production Managers

10%

63 points lower exposure • 61% profile similarity

Median wage: $126,060 Growth 2025–2035: +2.6% Annual openings: 17

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education

19%

54 points lower exposure • 69% profile similarity

Median wage: Not published Growth 2025–2035: Not published Annual openings: Not published

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Orthotists and Prosthetists

28%

45 points lower exposure • 74% profile similarity

Median wage: $81,110 Growth 2025–2035: +12.9% Annual openings: 1

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Athletes and Sports Competitors

21%

52 points lower exposure • 71% profile similarity

Median wage: $66,710 Growth 2025–2035: +5.5% Annual openings: 2

stronger human/judgment moat, more physical-world work

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

    LEARN

    • AI-assisted research
    • workflow automation
    • data literacy
    • prompt and workflow design
    • AI output verification

    AI-PROOFING RESOURCES

    What this score does not mean

    The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

    New in V11

    Find a Safer Career Path

    High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

    EXPLORE CAREER ALTERNATIVES
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