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Occupation · 2026 assessment

Museum Education Researcher

The Museum Education 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.

23%2026
29%2028
36%2030
46%2035

Which tasks are exposed

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

TaskRisk
Transcription, subtitles and initial tagging50%
Preparing summaries and drafts48%
Basic editing and technical processing43%
Classifying and publishing content42%
Verifying facts, sources and context17%
Real-world reporting and editorial accountability7%

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 50% · human 76%
  2. 2Preparing summaries and draftsAI 48% · human 70%
  3. 3Basic editing and technical processingAI 43% · human 81%
  4. 4Classifying and publishing contentAI 42% · human 72%
  5. 5Verifying facts, sources and contextAI 17% · human 80%
  6. 6Real-world reporting and editorial accountabilityAI 7% · human 91%

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 750per month
2035$7 750scenario estimate
2026: $5 75020262027: $5 95020272028: $6 15020282029: $6 35020292030: $6 55020302031: $6 80020312032: $7 05020322033: $7 25020332034: $7 50020342035: $7 7502035
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.

Synthetic Media Producer

Emerging role
New role risk44%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Virtual Production Director

Emerging role
New role risk29%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Digital Avatar Producer

Emerging role
New role risk35%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Deepfake Forensics Analyst

Emerging role
New role risk14%
DemandHighDifficultyHighTime12–24 monthsSkill fit52%

Human-AI Collaboration Designer

Emerging role
New role risk25%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Spatial Computing Producer

Emerging role
New role risk26%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

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
CurrentMuseum Education Researcher · 23%
→
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.