How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Direct the work of wardrobe crews during dress rehearsals or performances.77
- Participate in the hiring, training, scheduling, or supervision of alteration workers.77
- Arrange costumes in order of use to facilitate quick-change procedures for performances.76
- Distribute costumes or related equipment and keep records of item status.76
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Clean and press costumes before and after performances and perform any minor repairs.01
- Design or construct costumes or send them to tailors for construction, major repairs, or alterations.02
- Collaborate with production designers, costume designers, or other production staff to discuss and execute costume design details.03
- Monitor, maintain, or secure inventories of costumes, wigs, or makeup, providing keys or access to assigned directors, costume designers, or wardrobe mistresses/masters.04
- Examine costume fit on cast members and sketch or write notes for alterations.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Fashion Designers
Closely related work
Compare these careers →Makeup Artists, Theatrical and Performance
Closely related work
Compare these careers →Fabric and Apparel Patternmakers
Closely related work
Compare these careers →Set and Exhibit Designers
Closely related work
Compare these careers →Jewelers and Precious Stone and Metal Workers
Related work
Compare these careers →Interior Designers
Related work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
