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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Set and Exhibit Designers?

Lower risk

Baseline AI displacement risk for Set and Exhibit Designers, aggregated from 4 research sources.

What this score means

Set and Exhibit Designers leans toward the safer end for Media & Creative. Parts of the role touch tasks AI is getting good at, but the core still depends on hands-on work or judgment that resists automation. At 29 out of 100 it scores 8 points below the Media & Creative average of 37. Across the 4 sources behind this baseline, individual estimates run from 20 to 36, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Set and Exhibit Designers, most central first, showing 12 of 27.

  • 01Develop set designs, based on evaluation of scripts, budgets, research information, and available locations.
  • 02Prepare rough drafts and scale working drawings of sets, including floor plans, scenery, and properties to be constructed.
  • 03Prepare preliminary renderings of proposed exhibits, including detailed construction, layout, and material specifications, and diagrams relating to aspects such as special effects or lighting.
  • 04Read scripts to determine location, set, and design requirements.
  • 05Submit plans for approval, and adapt plans to serve intended purposes, or to conform to budget or fabrication restrictions.
  • 06Attend rehearsals and production meetings to obtain and share information related to sets.
  • 07Confer with clients and staff to gather information about exhibit space, proposed themes and content, timelines, budgets, materials, or promotion requirements.
  • 08Research architectural and stylistic elements appropriate to the time period to be depicted, consulting experts for information, as necessary.
  • 09Observe sets during rehearsals in order to ensure that set elements do not interfere with performance aspects such as cast movement and camera angles.
  • 10Collaborate with those in charge of lighting and sound so that those production aspects can be coordinated with set designs or exhibit layouts.
  • 11Select set props, such as furniture, pictures, lamps, and rugs.
  • 12Design and build scale models of set designs, or miniature sets used in filming backgrounds or special effects.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 4 research sources that scored Set and Exhibit Designers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

  • 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
  • 02Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025
  • 03GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
  • 04AI Occupational Exposure to Language Modeling · 2023

Also covers

Designer · Display Coordinator · Display Designer · Event Decorator · Event Designer · Exhibit Coordinator · Exhibit Designer · Exhibit Preparator and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.