Takeover Tracker
32%medium risk
Forestry and Conservation Science Teachers, Postsecondary
vs

58 shared · 19 different

core competencies

32%medium risk
Library Science Teachers, Postsecondary

Side-by-Side Comparison

MetricForestry and Conservation Science Teachers, PostsecondaryLibrary Science Teachers, Postsecondary
Risk Score32.4%32.1%
Risk TierMedium RiskMedium Risk
Risk Percentile53th52th
Tasks at Risk (>50%)6 / 154 / 15
Median Salary$100,830$78,630
Employment1K4K

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

Forestry and Conservation Science Teachers, Postsecondary

31%

total discount

Library Science Teachers, Postsecondary

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Forestry and Conservation Science Teachers, Postsecondary2028–2035
Library 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%)

Forestry and Conservation Science Teachers, Postsecondary

$68,171

from $100,830

Library Science Teachers, Postsecondary

$53,358

from $78,630

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 Forestry

0

Unique to Library

Combined Protection Strategy

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

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