Takeover Tracker
29%medium risk
Sociologists
vs

48 shared · 18 different

core competencies

34%medium risk
Geographers

Side-by-Side Comparison

MetricSociologistsGeographers
Risk Score29.1%34.2%
Risk TierMedium RiskMedium Risk
Risk Percentile34th63th
Tasks at Risk (>50%)6 / 156 / 12
Median Salary$101,690$97,200
Employment3K1K

Skill Comparison

|

Sorted by largest difference

Geography
Sociology and Anthropology
Estimating the Quantifiable Characteristics of Products, Events, or Information
Social PerceptivenessAI-Resistant
Thinking Creatively
Far Vision
Training and Teaching Others
Coaching and Developing Others
Scheduling Work and Activities
Getting Information
Number Facility
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Sociologists

31%

total discount

Geographers

28%

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.

Geographers

6 of 12 at risk
85%Provide geographical information systems support to the private and public sectors.
68%Gather and compile geographic data from sources including censuses, field observations, satellite imagery, aerial photographs, and existing maps.
67%Locate and obtain existing geographic information databases.
52%Write and present reports of research findings.
51%Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.

Wage Comparison

Geographers earns -$4,490(-4%) vs Sociologists
SociologistsGeographers
10th
$60,710$62,390
25th
$78,150$75,590
Median
$101,690$97,200
75th
$134,780$117,190
90th
$168,590$133,680

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Sociologists20282035
Geographers20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Sociologists

$72,149

from $101,690

Geographers

$63,938

from $97,200

After adjusting for AI risk, Sociologists offers $8,211 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Sociologists

0

Unique to Geographers

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Regulatory Barriers
Creativity
SociologistsGeographers