Takeover Tracker
vs

44 shared · 36 different

core competencies

31%medium risk
Librarians

Side-by-Side Comparison

MetricFarm and Home Management AdvisorsLibrarians
Risk Score28.9%30.9%
Risk TierMedium RiskMedium Risk
Risk Percentile33th44th
Tasks at Risk (>50%)5 / 155 / 15
Median Salary$58,120N/A
Employment10KN/A

Skill Comparison

|

Sorted by largest difference

Communicating with Persons Outside Organization
Scheduling Work and Activities
Training and Teaching Others
Education and Training
Organizing, Planning, and Prioritizing Work
Clerical
Performing for or Working Directly with the Public
Active LearningAI-Augmented
Getting Information
CoordinationAI-Resistant
Originality
Learning Strategies

Protective Factors

Higher values indicate stronger protection against AI displacement

Farm and Home Management Advisors

34%

total discount

Librarians

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Farm and Home Management Advisors

5 of 15 at risk
73%Prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes.
69%Schedule and make regular visits to farmers.
67%Maintain records of services provided and the effects of advice given.
53%Conduct agricultural research, analyze data, and prepare research reports.
51%Set and monitor production targets.

Librarians

5 of 15 at risk
86%Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.
67%Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials based on subject matter or standard library classification systems.
61%Check books in and out of the library.
56%Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.
55%Develop and maintain databases that provide information for library users.

Wage Comparison

Farm and Home Management AdvisorsLibrarians
10th
$36,780N/A
25th
$46,010N/A
Median
$58,120N/A
75th
$69,110N/A
90th
$85,230N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Farm and Home Management Advisors20282035
Librarians20282035
20242030203520402045

Farm and Home Management Advisors has a longer runway before significant displacement, projected 0 years later than Librarians.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Farm

0

Unique to Librarians

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Farm and Home Management AdvisorsLibrarians