Somewhat Resilient

Last Update: 6/19/2026

AI Resilience Score for Set and Exhibit Designers:

42.8%

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 four AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, and Will Robots Take My Job. 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, six of seven sources had data (Anthropic had none), and they split on AI exposure: Microsoft rated it High while Will Robots Take My Job rated it Low, keeping confidence at Medium. Weak hiring and wage signals pulled the score down, though strong adaptive capacity helped. That mix lands this career at "Somewhat Resilient."

AI Resilience Report forSet and Exhibit Designers

$66,280 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 6 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.

Set and exhibit designers are already working alongside AI tools for concept generation, mood boards, and quick visualizations, and that shift is real. Researchers are actively exploring AI for immersive museum exhibition design [1] and hybrid theater experiments [2], so the technology is moving fast on the ideation side. Our 42.8% AI Resilience Score reflects that: this career faces genuine pressure, and the job market is tight even without AI factoring in, with the Bureau of Labor Statistics projecting only 2 percent employment growth through 2034 [3].

But the core of this work stays human. AI cannot feel the energy of a crowd, navigate union rules, or understand the physical constraints of a show floor. The skills that make a great designer, including empathy, spatial storytelling, and real-time collaboration with directors and curators, are exactly what AI struggles with most. The World Economic Forum identifies creativity and originality as among the fastest-growing skills employers want through 2030 [4].

Our honest advice: learn AI tools as a partner for fast concepting, but double down on craft, hands-on building, and the human judgment that no model can replicate yet.

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Latest AI news for Set and Exhibit Designers

These articles highlight how AI is transforming the field of set and exhibit design, offering students a glimpse into future opportunities. For example, the Seoul Design 2024 festival showcases innovative AI applications in design, emphasizing collaboration between technology and creativity. Additionally, the study on optimizing museum exhibition spaces with AI illustrates how designers can enhance visitor experiences. By embracing these advancements, aspiring set and exhibit designers can build resilience in their careers, ensuring they remain relevant in an evolving industry.

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

$66,280

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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