Somewhat Resilient
Last Update: 10/7/2026
AI Resilience Score for Ed, Library, & Misc. Workers:
42.9%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Low
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
AI Resilience Report forMiscellaneous Educational Instruction and Library Workers
$50,890 median salary•12,700 annual openings•SOC Code: 25-9090
Miscellaneous Educational Instruction and Library Workers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 4 sources.
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Career: Miscellaneous Educational Instruction and Library Workers
They support learning by assisting teachers, organizing educational materials, and helping students and library users find information and resources.
Parent Careers
Children Careers
Employment & Wage Data
* Data aggregated from 1 child occupations
Median Wage
$50,890
Jobs (2025)
136,800
Growth (2025-35)
+1.8%
Annual Openings
12,700
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
