Takeover Tracker
vs

59 shared · 14 different

core competencies

Side-by-Side Comparison

MetricHistory Teachers, PostsecondarySociology Teachers, Postsecondary
Risk Score31.3%32.6%
Risk TierMedium RiskMedium Risk
Risk Percentile47th54th
Tasks at Risk (>50%)8 / 158 / 15
Median Salary$81,500$82,540
Employment20K12K

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

History Teachers, Postsecondary

29%

total discount

Sociology Teachers, Postsecondary

30%

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.

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.

Wage Comparison

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

History Teachers, Postsecondary20282035
Sociology 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%)

History Teachers, Postsecondary

$55,966

from $81,500

Sociology Teachers, Postsecondary

$55,640

from $82,540

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 History

0

Unique to Sociology

Combined Protection Strategy

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

Creativity
Social Intelligence
Fine Manipulation
Regulatory Barriers
History Teachers, PostsecondarySociology Teachers, Postsecondary