Takeover Tracker
vs

47 shared · 21 different

core competencies

34%medium risk
Historians

Side-by-Side Comparison

MetricPolitical Science Teachers, PostsecondaryHistorians
Risk Score31.6%33.9%
Risk TierMedium RiskMedium Risk
Risk Percentile49th62th
Tasks at Risk (>50%)7 / 157 / 15
Median Salary$94,680$74,050
Employment17K3K

Skill Comparison

|

Sorted by largest difference

Law and Government
Training and Teaching Others
Philosophy and Theology
Education and Training
English Language
Communications and Media
Psychology
Analyzing Data or Information
Coaching and Developing Others
Updating and Using Relevant Knowledge
Sociology and Anthropology
Performing for or Working Directly with the Public

Protective Factors

Higher values indicate stronger protection against AI displacement

Political Science Teachers, Postsecondary

31%

total discount

Historians

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Political Science Teachers, Postsecondary

7 of 15 at risk
86%Maintain student attendance records, grades, and other required records.
72%Compile, administer, and grade examinations, or assign this work to others.
68%Select and obtain materials and supplies, such as textbooks.
54%Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.
52%Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.

Historians

7 of 15 at risk
86%Edit historical society publications.
55%Recommend actions related to historical art, such as which items to add to a collection or which items to display in an exhibit.
53%Present historical accounts in terms of individuals or social, ethnic, political, economic, or geographic groupings.
53%Trace historical development in a particular field, such as social, cultural, political, or diplomatic history.
52%Conduct historical research, and publish or present findings and theories.

Wage Comparison

Historians earns -$20,630(-22%) vs Political Science Teachers, Postsecondary
Political Science Teachers, PostsecondaryHistorians
10th
$50,490$38,630
25th
$65,330$55,190
Median
$94,680$74,050
75th
$127,480$96,330
90th
$173,380$128,500

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Political Science Teachers, Postsecondary20282035
Historians20282035
20242030203520402045

Political Science Teachers, Postsecondary has a longer runway before significant displacement, projected 0 years later than Historians.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Political Science Teachers, Postsecondary

$64,723

from $94,680

Historians

$48,962

from $74,050

After adjusting for AI risk, Political Science Teachers, Postsecondary offers $15,761 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Political

0

Unique to Historians

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Political Science Teachers, PostsecondaryHistorians