medium risk
Librariansvs
49 shared · 20 different
core competencies
Side-by-Side Comparison
Adult Basic and Secondary Education and Literacy Teachers and Instructors leads 3–1| Metric | Librarians | Adult Basic and Secondary Education and Literacy Teachers and Instructors |
|---|---|---|
| Risk Score | 30.9% | 27.5% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 44th | 26th |
| Tasks at Risk (>50%) | 5 / 15 | 6 / 15 |
| Median Salary | N/A | $59,950 |
| Employment | N/A | 36K |
Skill Comparison
|
Sorted by largest difference
Computers and Electronics
Communicating with Persons Outside Organization
Customer and Personal Service
Clerical
Getting Information
Processing Information
Updating and Using Relevant Knowledge
Category Flexibility
Communications and Media
Interacting With Computers
Information OrderingAI-Vulnerable
InstructingAI-Resistant
Protective Factors
Higher values indicate stronger protection against AI displacement
Librarians
31%
total discount
Adult Basic and Secondary Education and Literacy Teachers and Instructors
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Librarians
5 of 15 at risk86%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.
Adult Basic and Secondary Education and Literacy Teachers and Instructors
6 of 15 at risk84%Maintain accurate and complete student records as required by laws or administrative policies.
69%Assign and grade class work and homework.
63%Prepare and administer written, oral, and performance tests and issue grades in accordance with performance.
56%Prepare materials and classrooms for class activities.
55%Adapt teaching methods and instructional materials to meet students' varying needs, abilities, and interests.
Wage Comparison
LibrariansAdult Basic and Secondary Education and Literacy Teachers and Instructors
10th
N/A$39,750
25th
N/A$47,950
Median
N/A$59,950
75th
N/A$76,580
90th
N/A$95,750
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Librarians2028–2035
Adult Basic and Secondary Education and Literacy Teachers and Instructors2028–2035
20242030203520402045
Adult Basic and Secondary Education and Literacy Teachers and Instructors 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 Librarians
0
Unique to Adult
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Regulatory Barriers
Creativity
Decision Complexity
LibrariansAdult Basic and Secondary Education and Literacy Teachers and Instructors