Takeover Tracker
vs

46 shared · 24 different

core competencies

34%medium risk
Historians

Side-by-Side Comparison

MetricHistory Teachers, PostsecondaryHistorians
Risk Score31.3%33.9%
Risk TierMedium RiskMedium Risk
Risk Percentile47th62th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$81,500$74,050
Employment20K3K

Skill Comparison

|

Sorted by largest difference

Training and Teaching Others
Philosophy and Theology
Education and Training
English Language
Geography
Law and Government
History and Archeology
Communications and Media
Communicating with Persons Outside Organization
Performing for or Working Directly with the Public
Coaching and Developing Others
Sociology and Anthropology

Protective Factors

Higher values indicate stronger protection against AI displacement

History Teachers, Postsecondary

29%

total discount

Historians

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

History Teachers, Postsecondary

8 of 15 at risk
87%Maintain student attendance records, grades, and other required records.
72%Compile bibliographies of specialized materials for outside reading assignments.
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 -$7,450(-9%) vs History Teachers, Postsecondary
History Teachers, PostsecondaryHistorians
10th
$47,730$38,630
25th
$62,370$55,190
Median
$81,500$74,050
75th
$106,770$96,330
90th
$158,140$128,500

Premium Head-to-Head Analysis

Displacement Timeline Comparison

History Teachers, Postsecondary20282035
Historians20282035
20242030203520402045

History 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%)

History Teachers, Postsecondary

$55,966

from $81,500

Historians

$48,962

from $74,050

After adjusting for AI risk, History Teachers, Postsecondary offers $7,004 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to History

0

Unique to Historians

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Regulatory Barriers
Decision Complexity
History Teachers, PostsecondaryHistorians