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Librarians and Media Collections Specialists vs Management Analysts

Side-by-side · O*NET · BLS · AI-exposure research · Anthropic Economic Index

A factual, source-backed comparison of Librarians and Media Collections Specialists and Management Analysts on the dimensions both occupations carry. Every figure is a position within an independent published dataset — not a verdict on which job is better, safer, or more “future-proof.”

Librarians and Media Collections Specialists Management Analysts
Median pay · BLS OEWS
$64,320
$101,190
Employment · BLS OEWS
131,830
893,900
AI exposure (percentile) · task overlap, not automation
81st pct
97th pct

At a glance

Dimension Librarians and Media Collections Specialists Management Analysts
Median pay $64,320 $101,190
Employment 131,830 893,900
Employment outlook (2024–34) · BLS projection About average (+1.7%) Growing fast (+8.8%)
Annual openings · BLS projection 13,500 98,100
Typical education · O*NET Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree). Most of these occupations require a four-year bachelor's degree, but some do not.
AI exposure · published exposure studies High · 81st pct High · 97th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk — 84th pct · 46% of tasks
Observed AI use · Anthropic Economic Index — Augmentation-leaning (62.4%)
Mostly remote-capable · Dingel–Neiman — Yes

Pay and employment are BLS OEWS estimates; outlook and openings are BLS 2024–2034 projections; AI exposure and observed-use figures come from separate research and reflect exposure and usage, not predictions that either job will disappear. Compare like with like.

Skills

Shared: Customer and Personal Service, English Language, Oral Expression, Oral Comprehension, Written Comprehension, Computers and Electronics, Education and Training, Reading Comprehension, Active Listening, Speaking, Written Expression, Writing, Critical Thinking, Information Ordering, Near Vision, Speech Recognition, Speech Clarity, Monitoring, Service Orientation, Active Learning, Social Perceptiveness, Administration and Management, Deductive Reasoning, Inductive Reasoning, Instructing, Judgment and Decision Making, Time Management, Complex Problem Solving, Fluency of Ideas, Problem Sensitivity, Coordination, Originality.

Specific to Librarians and Media Collections Specialists

  • Administrative
  • Category Flexibility
  • Communications and Media
  • Selective Attention
  • Learning Strategies
  • Speed of Closure
  • Management of Material Resources
  • Memorization

Specific to Management Analysts

  • Systems Evaluation
  • Systems Analysis
  • Mathematics
  • Persuasion
  • Economics and Accounting
  • Personnel and Human Resources
  • Law and Government
  • Sales and Marketing

Knowledge, skills & abilities O*NET rates as important for each occupation. “Shared” are common to both; the columns list what is distinctive to each (top by the order O*NET surfaces).

Tools & technology

Shared: Spreadsheet software , Office suite software , Document management software , Desktop publishing software , Web platform development software , Data base user interface and query software , Presentation software , Process mapping and design software , Operating system software , Object or component oriented development software , Video conferencing software .

Specific to Librarians and Media Collections Specialists

Specific to Management Analysts

Full profiles

This page is a summary. See the complete source-backed profile for Librarians and Media Collections Specialists or Management Analysts — tasks, the full skill graph, tools, work context, preparation, wages by percentile, industries, AI exposure and the AI work map.

More comparisons

Related occupations you can place side by side on the same sourced scale.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

Data compiled June 2, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Librarians and Media Collections Specialists vs Management Analysts." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/compare/librarians-and-media-collections-specialists-vs-management-analysts

APA

Singulariki. (2026). Librarians and Media Collections Specialists vs Management Analysts. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/librarians-and-media-collections-specialists-vs-management-analysts

BibTeX 
@misc{singulariki-librarians-and-media-collections-specialists-vs-management-analysts,
  title  = {Librarians and Media Collections Specialists vs Management Analysts},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
  url    = {https://singulariki.com/compare/librarians-and-media-collections-specialists-vs-management-analysts}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.