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

59 shared · 16 different

core competencies

31%medium risk
Education Teachers, Postsecondary

Side-by-Side Comparison

MetricLibrary Science Teachers, PostsecondaryEducation Teachers, Postsecondary
Risk Score32.1%30.6%
Risk TierMedium RiskMedium Risk
Risk Percentile52th42th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$78,630$72,090
Employment4K59K

Skill Comparison

|

Sorted by largest difference

Psychology
Scheduling Work and Activities
Sociology and Anthropology
Identifying Objects, Actions, and Events
Guiding, Directing, and Motivating Subordinates
Assisting and Caring for Others
Getting Information
Therapy and Counseling
Interacting With Computers
Selling or Influencing Others
Documenting/Recording Information
Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Library Science Teachers, Postsecondary

31%

total discount

Education Teachers, Postsecondary

34%

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.

Education Teachers, Postsecondary

7 of 15 at risk
87%Maintain student attendance records, grades, and other required records.
72%Compile, administer, and grade examinations, or assign this work to others.
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.

Wage Comparison

Education Teachers, Postsecondary earns -$6,540(-8%) vs Library Science Teachers, Postsecondary
Library Science Teachers, PostsecondaryEducation Teachers, Postsecondary
10th
$53,590$38,650
25th
$62,130$50,630
Median
$78,630$72,090
75th
$97,020$96,260
90th
$126,200$126,450

Premium Head-to-Head Analysis

Displacement Timeline Comparison

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

Education 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

Education Teachers, Postsecondary

$50,052

from $72,090

After adjusting for AI risk, Library Science Teachers, Postsecondary offers $3,306 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Library

0

Unique to Education

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Fine Manipulation
Decision Complexity
Library Science Teachers, PostsecondaryEducation Teachers, Postsecondary
Find transitions from Library Science Teachers, PostsecondaryFind transitions from Education Teachers, Postsecondary