Takeover Tracker
vs

45 shared · 28 different

core competencies

29%medium risk
Sociologists

Side-by-Side Comparison

MetricLibrary Science Teachers, PostsecondarySociologists
Risk Score32.1%29.1%
Risk TierMedium RiskMedium Risk
Risk Percentile52th34th
Tasks at Risk (>50%)4 / 156 / 15
Median Salary$78,630$101,690
Employment4K3K

Skill Comparison

|

Sorted by largest difference

Sociology and Anthropology
Communicating with Supervisors, Peers, or Subordinates
Customer and Personal Service
Judging the Qualities of Things, Services, or People
Selling or Influencing Others
Organizing, Planning, and Prioritizing Work
Coordinating the Work and Activities of Others
Establishing and Maintaining Interpersonal Relationships
Science
Resolving Conflicts and Negotiating with Others
MathematicsAI-Vulnerable
Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Library Science Teachers, Postsecondary

31%

total discount

Sociologists

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Library Science Teachers, Postsecondary

4 of 15 at risk
73%Prepare course materials, such as syllabi, homework assignments, and handouts.
72%Compile, administer, and grade examinations, or assign this work to others.
52%Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.
52%Conduct research in a particular field of knowledge and present findings in professional journals, books, electronic media, or at professional conferences.
49%Write grant proposals to procure external research funding.

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 +$23,060(+29%) vs Library Science Teachers, Postsecondary
Library Science Teachers, PostsecondarySociologists
10th
$53,590$60,710
25th
$62,130$78,150
Median
$78,630$101,690
75th
$97,020$134,780
90th
$126,200$168,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Library Science Teachers, Postsecondary20282035
Sociologists20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Library Science Teachers, Postsecondary

$53,358

from $78,630

Sociologists

$72,149

from $101,690

After adjusting for AI risk, Sociologists offers $18,791 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Library

0

Unique to Sociologists

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Library Science Teachers, PostsecondarySociologists