Takeover Tracker
vs

59 shared · 14 different

core competencies

Side-by-Side Comparison

MetricSociology Teachers, PostsecondaryHistory Teachers, Postsecondary
Risk Score32.6%31.3%
Risk TierMedium RiskMedium Risk
Risk Percentile54th47th
Tasks at Risk (>50%)8 / 158 / 15
Median Salary$82,540$81,500
Employment12K20K

Skill Comparison

|

Sorted by largest difference

History and Archeology
Sociology and Anthropology
Geography
MathematicsAI-Vulnerable
Psychology
Guiding, Directing, and Motivating Subordinates
Communications and Media
Developing and Building Teams
Organizing, Planning, and Prioritizing Work
Philosophy and Theology
Interacting With Computers
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Sociology Teachers, Postsecondary

30%

total discount

History Teachers, Postsecondary

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Sociology Teachers, Postsecondary

8 of 15 at risk
87%Maintain student attendance records, grades, and other required records.
73%Prepare course materials, such as syllabi, homework assignments, and handouts.
72%Compile, administer, and grade examinations, or assign this work to others.
68%Select and obtain materials and supplies, such as textbooks and laboratory equipment.
66%Evaluate and grade students' class work, assignments, and papers.

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 -$1,040(-1%) vs Sociology Teachers, Postsecondary
Sociology Teachers, PostsecondaryHistory Teachers, Postsecondary
10th
$49,330$47,730
25th
$64,130$62,370
Median
$82,540$81,500
75th
$113,000$106,770
90th
$167,240$158,140

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Sociology Teachers, Postsecondary20282035
History Teachers, Postsecondary20282035
20242030203520402045

History Teachers, Postsecondary has a longer runway before significant displacement, projected 0 years later than Sociology Teachers, Postsecondary.

Risk-Adjusted Salary

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

Sociology Teachers, Postsecondary

$55,640

from $82,540

History Teachers, Postsecondary

$55,966

from $81,500

After adjusting for AI risk, History Teachers, Postsecondary offers $326 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Sociology

0

Unique to History

Combined Protection Strategy

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

Creativity
Social Intelligence
Fine Manipulation
Regulatory Barriers
Sociology Teachers, PostsecondaryHistory Teachers, Postsecondary