Takeover Tracker
30%medium risk
Epidemiologists
vs

44 shared · 30 different

core competencies

29%medium risk
Sociologists

Side-by-Side Comparison

MetricEpidemiologistsSociologists
Risk Score29.8%29.1%
Risk TierMedium RiskMedium Risk
Risk Percentile38th34th
Tasks at Risk (>50%)4 / 156 / 15
Median Salary$83,980$101,690
Employment11K3K

Skill Comparison

|

Sorted by largest difference

Sociology and Anthropology
Education and Training
Science
Training and Teaching Others
Problem Sensitivity
Thinking Creatively
Developing and Building Teams
Number Facility
Systems Evaluation
Flexibility of Closure
Making Decisions and Solving Problems
Category Flexibility

Protective Factors

Higher values indicate stronger protection against AI displacement

Epidemiologists

33%

total discount

Sociologists

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Epidemiologists

4 of 15 at risk
85%Monitor and report incidents of infectious diseases to local and state health agencies.
53%Write grant applications for funding epidemiologic research.
53%Write articles for publication in professional journals.
51%Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample selection, and analysis.
49%Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.

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.

Wage Comparison

Sociologists earns +$17,710(+21%) vs Epidemiologists
EpidemiologistsSociologists
10th
$56,950$60,710
25th
$68,040$78,150
Median
$83,980$101,690
75th
$106,040$134,780
90th
$134,860$168,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Epidemiologists20282035
Sociologists20282035
20242030203520402045

Sociologists has a longer runway before significant displacement, projected 0 years later than Epidemiologists.

Risk-Adjusted Salary

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

Epidemiologists

$58,954

from $83,980

Sociologists

$72,149

from $101,690

After adjusting for AI risk, Sociologists offers $13,195 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Epidemiologists

0

Unique to Sociologists

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Creativity
Fine Manipulation
EpidemiologistsSociologists