Takeover Tracker
29%medium risk
Sociologists
vs

57 shared · 6 different

core competencies

33%medium risk
Geography Teachers, Postsecondary

Side-by-Side Comparison

MetricSociologistsGeography Teachers, Postsecondary
Risk Score29.1%32.9%
Risk TierMedium RiskMedium Risk
Risk Percentile34th56th
Tasks at Risk (>50%)6 / 157 / 15
Median Salary$101,690$86,730
Employment3K3K

Skill Comparison

|

Sorted by largest difference

Geography
Sociology and Anthropology
Social PerceptivenessAI-Resistant
Documenting/Recording Information
InstructingAI-Resistant
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Sociologists

31%

total discount

Geography Teachers, Postsecondary

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Sociologists

6 of 15 at risk
55%Write grants to obtain funding for research projects.
54%Develop problem intervention procedures, using techniques such as interviews, consultations, role playing, and participant observation of group interactions.
54%Develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.
53%Develop, implement, and evaluate methods of data collection, such as questionnaires or interviews.
53%Plan and conduct research to develop and test theories about societal issues such as crime, group relations, poverty, and aging.

Geography Teachers, Postsecondary

7 of 15 at risk
87%Maintain student attendance records, grades, and other required records.
72%Compile, administer, and grade examinations, or assign this work to others.
66%Evaluate and grade students' class work, assignments, and papers.
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

Geography Teachers, Postsecondary earns -$14,960(-15%) vs Sociologists
SociologistsGeography Teachers, Postsecondary
10th
$60,710$49,990
25th
$78,150$66,400
Median
$101,690$86,730
75th
$134,780$120,220
90th
$168,590$164,350

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Sociologists2028–2035
Geography Teachers, Postsecondary2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Sociologists

$72,149

from $101,690

Geography Teachers, Postsecondary

$58,213

from $86,730

After adjusting for AI risk, Sociologists offers $13,936 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Sociologists

0

Unique to Geography

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Decision Complexity
SociologistsGeography Teachers, Postsecondary
Find transitions from SociologistsFind transitions from Geography Teachers, Postsecondary