Takeover Tracker
vs

42 shared · 35 different

core competencies

31%medium risk
Librarians

Side-by-Side Comparison

MetricInstructional Designers and TechnologistsLibrarians
Risk Score33.0%30.9%
Risk TierMedium RiskMedium Risk
Risk Percentile56th44th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$74,720N/A
Employment211KN/A

Skill Comparison

|

Sorted by largest difference

Education and Training
Training and Teaching Others
Provide Consultation and Advice to Others
Communications and Media
Performing for or Working Directly with the Public
Interpreting the Meaning of Information for Others
Thinking Creatively
Clerical
Coordinating the Work and Activities of Others
Customer and Personal Service
Organizing, Planning, and Prioritizing Work
Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Instructional Designers and Technologists

33%

total discount

Librarians

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Instructional Designers and Technologists

7 of 15 at risk
56%Develop instruction or training roadmaps for online and blended learning programs.
54%Develop measurement tools to evaluate the effectiveness of instruction or training interventions.
53%Define instructional, learning, or performance objectives.
53%Provide analytical support for the design and development of training curricula, learning strategies, educational policies, or courseware standards.
52%Develop instructional materials, such as lesson plans, handouts, or examinations.

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

Instructional Designers and TechnologistsLibrarians
10th
$46,560N/A
25th
$59,120N/A
Median
$74,720N/A
75th
$94,780N/A
90th
$115,410N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Instructional Designers and Technologists20282035
Librarians20282035
20242030203520402045

Librarians has a longer runway before significant displacement, projected 0 years later than Instructional Designers and Technologists.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Instructional

0

Unique to Librarians

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Regulatory Barriers
Instructional Designers and TechnologistsLibrarians