Takeover Tracker
29%medium risk
Sociologists
vs

46 shared · 17 different

core competencies

31%medium risk
Economists

Side-by-Side Comparison

MetricSociologistsEconomists
Risk Score29.1%31.1%
Risk TierMedium RiskMedium Risk
Risk Percentile34th45th
Tasks at Risk (>50%)6 / 152 / 13
Median Salary$101,690$115,440
Employment3K16K

Skill Comparison

|

Sorted by largest difference

Sociology and Anthropology
MathematicsAI-Vulnerable
Documenting/Recording Information
Education and Training
Number Facility
Social PerceptivenessAI-Resistant
MathematicsAI-Vulnerable
English Language
Science
Making Decisions and Solving Problems
History and Archeology
Mathematical Reasoning

Protective Factors

Higher values indicate stronger protection against AI displacement

Sociologists

31%

total discount

Economists

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.

Economists

2 of 13 at risk
53%Forecast production and consumption of renewable resources and supply, consumption, and depletion of non-renewable resources.
51%Formulate recommendations, policies, or plans to solve economic problems or to interpret markets.
50%Compile, analyze, and report data to explain economic phenomena and forecast market trends, applying mathematical models and statistical techniques.
49%Study the socioeconomic impacts of new public policies, such as proposed legislation, taxes, services, and regulations.
49%Conduct research on economic issues and disseminate research findings through technical reports or scientific articles in journals.

Wage Comparison

Economists earns +$13,750(+14%) vs Sociologists
SociologistsEconomists
10th
$60,710$62,340
25th
$78,150$82,260
Median
$101,690$115,440
75th
$134,780$166,030
90th
$168,590$212,710

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Sociologists20282035
Economists20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Sociologists

$72,149

from $101,690

Economists

$79,527

from $115,440

After adjusting for AI risk, Economists offers $7,378 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Sociologists

0

Unique to Economists

Combined Protection Strategy

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

Social Intelligence
Decision Complexity
Fine Manipulation
Regulatory Barriers
SociologistsEconomists