Occupation · 2026 assessment
A Wardrobe Specialist researches, creates, preserves or interprets cultural works and is accountable for artistic and historical integrity. The assessment separates automation of individual tasks from accountability for the professional outcome.
A forecast estimate, not a guaranteed scenario.
Risk applies to individual tasks—not to a person or an entire occupation.
| Task | Risk |
|---|---|
| researching provenance and context | 59% |
| documenting object condition | 54% |
| developing a concept or treatment plan | 50% |
| selecting materials and methods | 45% |
| artistic or conservation work | 39% |
| recording interventions | 29% |
| expert evaluation | 18% |
| presenting results to audiences | 10% |
Task map
Each task is positioned by AI capability and the degree of human involvement still required.
United States · before tax
Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.
Practical next step
Do not restart from zero: carry your experience forward and add scarce skills.
Job search and transitions
Compare adjacent paths and open a current search for the selected occupation.
Skill fit 58% · risk 14%
Search jobs ↗Skill fit 70% · risk 25%
Search jobs ↗Skill fit 68% · risk 26%
Search jobs ↗Skill fit 60% · risk 16%
Search jobs ↗Skill fit 50% · risk 31%
Search jobs ↗Skill fit 81% · risk 44%
Search jobs ↗Updated: 2026-09-26 · Assessment confidence: Medium
Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.
A survey of more than 1,000 employers representing over 14 million workers across 55 economies.
Occupational, task, skill and work-context structure.