Takeover Tracker
32%medium risk
Library Science Teachers, Postsecondary
vs

51 shared · 21 different

core competencies

31%medium risk
Law Teachers, Postsecondary

Side-by-Side Comparison

MetricLibrary Science Teachers, PostsecondaryLaw Teachers, Postsecondary
Risk Score32.1%30.8%
Risk TierMedium RiskMedium Risk
Risk Percentile52th43th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$78,630$126,650
Employment4K23K

Skill Comparison

|

Sorted by largest difference

Law and Government
Interacting With Computers
Processing Information
Provide Consultation and Advice to Others
Documenting/Recording Information
Communicating with Persons Outside Organization
Scheduling Work and Activities
Coordinating the Work and Activities of Others
Thinking Creatively
Organizing, Planning, and Prioritizing Work
Judging the Qualities of Things, Services, or People
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Library Science Teachers, Postsecondary

31%

total discount

Law Teachers, Postsecondary

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.

Law Teachers, Postsecondary

7 of 15 at risk
73%Prepare course materials, such as syllabi, homework assignments, and handouts.
68%Select and obtain materials and supplies, such as textbooks.
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.
51%Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.

Wage Comparison

Law Teachers, Postsecondary earns +$48,020(+61%) vs Library Science Teachers, Postsecondary
Library Science Teachers, PostsecondaryLaw Teachers, Postsecondary
10th
$53,590$58,330
25th
$62,130$84,540
Median
$78,630$126,650
75th
$97,020$173,580
90th
$126,200$239,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Library Science Teachers, Postsecondary2028–2035
Law Teachers, Postsecondary2028–2035
20242030203520402045

Law Teachers, Postsecondary 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

Law Teachers, Postsecondary

$87,591

from $126,650

After adjusting for AI risk, Law Teachers, Postsecondary offers $34,233 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Library

0

Unique to Law

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Creativity
Library Science Teachers, PostsecondaryLaw Teachers, Postsecondary
Find transitions from Library Science Teachers, PostsecondaryFind transitions from Law Teachers, Postsecondary