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

58 shared · 19 different

core competencies

32%medium risk
Forestry and Conservation Science Teachers, Postsecondary

Side-by-Side Comparison

MetricLibrary Science Teachers, PostsecondaryForestry and Conservation Science Teachers, Postsecondary
Risk Score32.1%32.4%
Risk TierMedium RiskMedium Risk
Risk Percentile52th53th
Tasks at Risk (>50%)4 / 156 / 15
Median Salary$78,630$100,830
Employment4K1K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Geography
Organizing, Planning, and Prioritizing Work
Communicating with Supervisors, Peers, or Subordinates
Judging the Qualities of Things, Services, or People
Science
Selling or Influencing Others
Scheduling Work and Activities
Estimating the Quantifiable Characteristics of Products, Events, or Information
Coaching and Developing Others
Making Decisions and Solving Problems
Resolving Conflicts and Negotiating with Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Library Science Teachers, Postsecondary

31%

total discount

Forestry and Conservation Science 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.

Forestry and Conservation Science Teachers, Postsecondary

6 of 15 at risk
87%Maintain student attendance records, grades, and other required records.
73%Prepare course materials, such as syllabi, homework assignments, and handouts.
72%Compile, administer, and grade examinations, or assign this work to others.
66%Evaluate and grade students' class work, assignments, and papers.
54%Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.

Wage Comparison

Forestry and Conservation Science Teachers, Postsecondary earns +$22,200(+28%) vs Library Science Teachers, Postsecondary
Library Science Teachers, PostsecondaryForestry and Conservation Science Teachers, Postsecondary
10th
$53,590$58,670
25th
$62,130$81,380
Median
$78,630$100,830
75th
$97,020$125,080
90th
$126,200$154,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Library Science Teachers, Postsecondary2028–2035
Forestry and Conservation Science Teachers, Postsecondary2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Library Science Teachers, Postsecondary

$53,358

from $78,630

Forestry and Conservation Science Teachers, Postsecondary

$68,171

from $100,830

After adjusting for AI risk, Forestry and Conservation Science Teachers, Postsecondary offers $14,813 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Library

0

Unique to Forestry

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Social Intelligence
Library Science Teachers, PostsecondaryForestry and Conservation Science Teachers, Postsecondary
Find transitions from Library Science Teachers, PostsecondaryFind transitions from Forestry and Conservation Science Teachers, Postsecondary