Somewhat Resilient

Last Update: 7/31/2026

AI Resilience Score for Set and Exhibit Designers:

40.2%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Contributing sources

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 five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. 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 design, seven of eight sources had data (Anthropic had none), and they disagreed on AI exposure: Microsoft and OpenAI Signals rated it High while Will Robots Take My Job rated it Low, pulling confidence to Medium. Weak hiring and pay signals dragged the score down, leaving this career "Somewhat Resilient."

AI Resilience Report forSet and Exhibit Designers

$75,240 median salary2,500 annual openingsSOC 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 in the early stages of brainstorming and visualization, where tools like Midjourney help designers generate concepts faster than ever before. This means the job is shifting rather than disappearing, and designers who adapt by learning these tools as creative partners will have a real advantage.

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This role is somewhat resilient

Set and exhibit design is labeled "Somewhat Resilient" because AI is already changing real parts of the workflow, especially in the early stages of brainstorming and visualization, where tools like Midjourney help designers generate concepts faster than ever before. This means the job is shifting rather than disappearing, and designers who adapt by learning these tools as creative partners will have a real advantage.

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Analysis of Current AI Resilience

Set and Exhibit Designers

Updated Quarterly

Analysis
Suggested Actions
State of Automation

How is AI changing Set and Exhibit Designers jobs?

Right now, AI is mostly being used to assist set and exhibit designers rather than replace them. According to a recent industry survey reported by trade publication Exhibit City News, 59 percent of respondents say they currently use AI during the exhibit-design process, while 41 percent do not, and over half of respondents cited heightened creativity and improved ideation as the top advantages, followed by increased efficiency and shortened project timelines. Designers are mainly using generative tools to generate initial concepts, layouts, and visualizations faster, allowing them to explore more design options in less time, and to automate repetitive technical checks.

In theatrical and film design, AI image tools like Midjourney are popping up in mood boards and previs work, and academic researchers note that AI is being explored for both immersive museum exhibition design [1] and hybrid theater performance experiments [2]. However, as one industry leader quoted by Exhibit City News put it, "AI is not a replacement for creativity. It's a new creative instrument" — the human still drives the vision.

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AI Adoption

How fast is AI adoption growing for Set and Exhibit Designers?

Adoption is moving quickly on the idea-generation side but more slowly for full design work, and a few real-world forces explain why. Financially, the pressure is real: a tech policy analysis warns that when a sector is flush with aggregate capital but plagued by rising production costs, the pressure to replace the most expensive variable, typically labor, becomes irresistible. At the same time, the U.S. Bureau of Labor Statistics projects employment of set and exhibit designers to grow only 2 percent from 2024 to 2034 [3], slower than average — meaning competition is tight even before AI factors in.

But there are big brakes on adoption too. Exhibit City News notes that AI-generated concepts can create unrealistic expectations and produce ideas that are not feasible, leading to confusion or frustration — they often ignore budgets, rigging, freight, and union rules. Legal worry is rising as well: designers fear their old portfolios are being scraped to train models, and just 11 percent always disclose AI usage to clients, while 34 percent do so only if asked.

Unions are pushing back too — the World Economic Forum's Future of Jobs Report 2025 [4] highlights creativity and originality as among the fastest-growing human skills employers want through 2030. The encouraging takeaway: AI cannot yet understand context, emotion, or the lived experience of a show floor — it doesn't feel the energy of a crowd. The skills that make a great designer — empathy, storytelling, problem-solving in physical space, and collaboration with directors, performers, and curators — are exactly the ones AI struggles with most.

If you're drawn to this career, learning AI tools as a partner (for fast concepting and visualization) while doubling down on your craft, dramaturgy, and hands-on building skills is the strongest path forward.

Sources

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Will AI replace Set and Exhibit Designers?

Will AI replace Set and Exhibit Designers?

Not entirely. We think AI will take over some tasks, but not the whole job.

AI is already changing how set and exhibit designers work, and the shift is real. Generative tools are speeding up concepting, mood boards, and visualization, letting designers explore more ideas faster. Researchers are even exploring AI for immersive museum exhibition design [1] and hybrid theater experiments [2]. Our 40.2% AI Resilience Score reflects that: this career faces meaningful pressure, and the job market is tight, with the U.S. Bureau of Labor Statistics projecting only 2 percent employment growth through 2034 [3].

But AI cannot do the core of this job. It does not understand budgets, rigging, freight, or union rules. It cannot feel the energy of a crowd or collaborate with directors and curators the way a human designer can. Empathy, storytelling, and problem-solving in physical space are exactly where AI falls short. The World Economic Forum identifies creativity and originality as among the fastest-growing skills employers want through 2030 [4], which points toward human designers staying relevant.

The strongest path forward is treating AI as a partner for fast concepting while deepening your craft, spatial thinking, and hands-on building skills. The designers who do that will be harder to replace, not easier.

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Latest AI news for Set and Exhibit Designers

These articles highlight how AI is revolutionizing the field of set and exhibit design, showcasing its potential to enhance creativity and visitor experiences. For instance, Wayne State's use of AI helps design students create innovative kiosks, while the GAME ON! Experience at the Chick-fil-A College Football Hall of Fame illustrates how AI can transform visitor engagement. By embracing these technologies, aspiring designers can stay relevant and resilient in a rapidly evolving industry, ensuring their work remains impactful and engaging in future exhibitions.

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.

Employment & Wage Data

Median Wage

$75,240

Jobs (2024)

31,300

Growth (2024-34)

+2.3%

Annual Openings

2,500

Education

Bachelor's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

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

1

90% ResilienceCore Task

Arrange for outside contractors to construct exhibit structures.

2

85% ResilienceCore Task

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

3

85% ResilienceCore Task

Inspect installed exhibits for conformance to specifications, and satisfactory operation of special effects components.

4

85% 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.

5

85% ResilienceSupplemental

Provide supportive materials for exhibits and displays, such as press kits and advertising, posters, brochures, catalogues, and invitations and publicity notices.

6

80% ResilienceCore Task

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

7

80% ResilienceCore Task

Select and purchase lumber and hardware necessary for set construction.

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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