Somewhat Resilient

Last Update: 11/4/2026

AI Resilience Score for Set and Exhibit Designers:

40.7%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient set and exhibit design is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For set and exhibit designers, 8 of 9 sources had data, and they split noticeably on AI exposure: Will Robots Take My Job saw strong human contribution while Microsoft, OpenAI Signals, and Google ATLAS flagged lower resilience, pulling confidence to medium. Weak employer demand and low wage signals kept the score at "Somewhat Resilient," with creative judgment as the main upside.

AI Resilience Report forSet and Exhibit Designers

$75,240 median salary•2,200 annual openings•SOC Code: 27-1027.00

Set and Exhibit Designers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.

Set and exhibit design is labeled "Somewhat Resilient" because AI is already changing real parts of the workflow, especially early concept work like mood boards, sketches, and layout ideas, where tools like Midjourney are being adopted quickly across the industry. However, the parts of the job that truly matter, such as navigating real budgets, union rules, physical rigging constraints, and on-site collaboration, still require human judgment that AI consistently gets wrong.

Learn more about how you can thrive in this position

This role is somewhat resilient

Set and exhibit design is labeled "Somewhat Resilient" because AI is already changing real parts of the workflow, especially early concept work like mood boards, sketches, and layout ideas, where tools like Midjourney are being adopted quickly across the industry. However, the parts of the job that truly matter, such as navigating real budgets, union rules, physical rigging constraints, and on-site collaboration, still require human judgment that AI consistently gets wrong.

Read full analysis

Analysis of current AI resilience

Set and Exhibit Designers

Updated quarterly

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More Career Info

Career: Set and Exhibit Designers

They create and arrange scenes and displays for movies, theater, or museums to make them look realistic and engaging for the audience.

Alternate Titles

Display Coordinator · Exhibit Designer · Scenic Designer · Set Designer · Designer · Exhibit Coordinator · Exhibit Preparator · Historical Society Window Dresser · Installations Designer · Projection Designer

Employment & Wage Data

Median Wage

$75,240

Jobs (2025)

31,600

Growth (2025-35)

+1.4%

Annual Openings

2,200

Education

Bachelor's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

90% ResilienceCore Task

Attend rehearsals and production meetings to obtain and share information related to sets.

2

88% ResilienceCore Task

Examine objects to be included in exhibits to plan where and how to display them.

3

85% ResilienceSupplemental

Direct and coordinate construction, erection, or decoration activities to ensure that sets or exhibits meet design, budget, and schedule requirements.

4

85% ResilienceSupplemental

Coordinate the transportation of sets that are built off-site, and coordinate their setup at the site of use.

5

82% ResilienceCore Task

Acquire, or arrange for acquisition of, specimens or graphics required to complete exhibits.

6

82% ResilienceCore Task

Observe sets during rehearsals in order to ensure that set elements do not interfere with performance aspects such as cast movement and camera angles.

7

82% ResilienceSupplemental

Arrange for outside contractors to construct exhibit structures.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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