Somewhat Resilient
Last Update: 6/19/2026
AI Resilience Score for Ed, Library, & Misc. Workers:
48.0%
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.
Med
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
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Limited data sources are available, or existing sources show notable disagreement on the outlook for this occupation.
Contributing sources
AI Resilience Report forMiscellaneous Educational Instruction and Library Workers
$48,400 median salary•12,500 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
$48,400
Jobs (2024)
132,000
Growth (2024-34)
+1.5%
Annual Openings
12,500
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
