Takeover Tracker
vs

55 shared · 15 different

core competencies

Side-by-Side Comparison

MetricForeign Language and Literature Teachers, PostsecondaryHistory Teachers, Postsecondary
Risk Score33.2%31.3%
Risk TierMedium RiskMedium Risk
Risk Percentile58th47th
Tasks at Risk (>50%)6 / 158 / 15
Median Salary$77,010$81,500
Employment21K20K

Skill Comparison

|

Sorted by largest difference

History and Archeology
Foreign Language
Geography
Philosophy and Theology
Provide Consultation and Advice to Others
Scheduling Work and Activities
Communications and Media
Assisting and Caring for Others
Speech Recognition
Coaching and Developing Others
Performing Administrative Activities
English Language

Protective Factors

Higher values indicate stronger protection against AI displacement

Foreign Language and Literature Teachers, Postsecondary

30%

total discount

History Teachers, Postsecondary

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Foreign Language and Literature Teachers, Postsecondary

6 of 15 at risk
86%Maintain student attendance records, grades, and other required records.
84%Write letters of recommendation for students.
72%Compile, administer, and grade examinations, or assign this work to others.
68%Select and obtain materials and supplies, such as textbooks.
52%Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.

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.

Wage Comparison

History Teachers, Postsecondary earns +$4,490(+6%) vs Foreign Language and Literature Teachers, Postsecondary
Foreign Language and Literature Teachers, PostsecondaryHistory Teachers, Postsecondary
10th
$47,090$47,730
25th
$59,790$62,370
Median
$77,010$81,500
75th
$101,680$106,770
90th
$134,960$158,140

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Foreign Language and Literature Teachers, Postsecondary20282035
History Teachers, Postsecondary20282035
20242030203520402045

History Teachers, Postsecondary has a longer runway before significant displacement, projected 0 years later than Foreign Language and Literature Teachers, Postsecondary.

Risk-Adjusted Salary

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

Foreign Language and Literature Teachers, Postsecondary

$51,420

from $77,010

History Teachers, Postsecondary

$55,966

from $81,500

After adjusting for AI risk, History Teachers, Postsecondary offers $4,546 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Foreign

0

Unique to History

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Fine Manipulation
Decision Complexity
Foreign Language and Literature Teachers, PostsecondaryHistory Teachers, Postsecondary