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Occupation · 2026 assessment

Library Collections Researcher

The Library Collections Researcher role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

30%2026
36%2028
42%2030
51%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Transcription, subtitles and initial tagging57%
Preparing summaries and drafts55%
Basic editing and technical processing50%
Classifying and publishing content49%
Verifying facts, sources and context24%
Real-world reporting and editorial accountability13%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Transcription, subtitles and initial taggingAI 57% · human 69%
  2. 2Preparing summaries and draftsAI 55% · human 63%
  3. 3Basic editing and technical processingAI 50% · human 74%
  4. 4Classifying and publishing contentAI 49% · human 65%
  5. 5Verifying facts, sources and contextAI 24% · human 73%
  6. 6Real-world reporting and editorial accountabilityAI 13% · human 84%

Why technology can change this work

  • transcription, editing and first-pass review can be automated
  • AI generates text, voice, images and video
  • aggregators automate personalized distribution

What protects the occupation

  • access to people and real-world events
  • editorial accountability and fact checking
  • a large share of value comes from human judgement, trust or personal accountability
  • authorial voice, investigation and reputation

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$5 950per month
2035$8 050scenario estimate
2026: $5 95020262027: $6 15020272028: $6 35020282029: $6 60020292030: $6 80020302031: $7 05020312032: $7 25020322033: $7 50020332034: $7 75020342035: $8 0502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Virtual Production Director

Emerging role
New role risk29%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

AI Evaluation Engineer

Emerging role
New role risk16%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Online Community Safety Manager

Emerging role
New role risk31%
DemandHighDifficultyHighTime12–24 monthsSkill fit54%

Synthetic Media Producer

Emerging role
New role risk44%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Digital Avatar Producer

Emerging role
New role risk35%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Deepfake Forensics Analyst

Emerging role
New role risk14%
DemandHighDifficultyHighTime12–24 monthsSkill fit50%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Skills you already have

  • source work
  • editing
  • storytelling
  • fact checking

Skills to build

  • synthetic-content verification
  • AI production
  • multimedia storytelling
  • digital-rights management
CurrentLibrary Collections Researcher · 30%
→
Keepsource work · editing · storytelling
→
Addsynthetic-content verification · AI production · multimedia storytelling

Sources and update

Updated: 2026-09-25 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.