Somewhat Resilient

Last Update: 8/30/2026

AI Resilience Score for Set and Exhibit Designers:

41.6%

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 designers, seven of eight sources had data, with Anthropic missing. AI exposure was divided: Will Robots Take My Job saw strong human contribution, while Microsoft and OpenAI Signals pointed toward lower resilience, keeping confidence at medium. A weak hiring outlook and low wage signals pulled the score down, landing this career at "Somewhat Resilient."

AI Resilience Report forSet and Exhibit Designers

$75,240 median salary2,200 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 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

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

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

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

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 augmenting set and exhibit designers rather than replacing them. In the exhibit-design world, an industry survey highlighted by Exhibit City News found that 59 percent of designers already use AI [1] in their process—typically for early concept sketches, mood boards, layout options, and reviewing brand or construction guidelines. Over half of respondents cited heightened creativity and improved ideation as the top advantages, followed by increased efficiency and shortened project timelines.

On the film side, designers are using generative tools for storyboards, previsualization, and even helping optimize LED-volume virtual production stages, a trend spotlighted at events like the ACM SIGGRAPH Digital Arts Community's 2026 panel on generative AI and filmmaking [2] and in coverage of SIGGRAPH 2026's focus on AI-powered creative workstations [3]. Museums are also experimenting with AI-driven visitor experiences—the American Alliance of Museums recently profiled a National Archives exhibition where a personalization system creates a third "layer" of machine-learning-generated content that recommends documents based on each visitor's chosen interests, showing how AI can shape what designers put on display, not just how they design it.

Reveal More
AI Adoption

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

Adoption is happening quickly for concept work but slowly for final designs, and there are real reasons for both. On the "fast" side, tools like Midjourney, FLUX, and Unreal Engine plug-ins are cheap and commercially available, and studios facing tight budgets like the speed boost. On the "slow" side, human judgment still wins where it counts.

As Exhibit City News notes, AI-generated booth concepts sometimes collapse under the weight of budgets, timelines, rigging points, freight realities, union labor rules, or even the basic laws of physics—the messy, physical parts of the job. There's also strong pushback from labor. The Art Directors Guild publicly criticized Martin Scorsese for promoting an AI storyboarding tool [4], warning that it circumvents the input of art directors, graphic artists, illustrators, production designers, scenic artists, set designers, and other union professionals.

Museums are wrestling with ethics too: AAM's Center for the Future of Museums points out that values-based questions about AI [5]—like training-data provenance, environmental impact, and public trust—require serious discussion before rolling out new tech. The good news for young people entering this field: skills like on-set observation, hands-on prop and space planning, historical research, cost estimating with real vendors, and human collaboration during rehearsals remain very hard to automate. Learning AI tools and the physical craft is the strongest path forward.

Reveal More
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.

Our 41.6% AI Resilience Score reflects real pressure on this career. AI is already embedded in the early stages of design work: concept sketches, mood boards, layout options, and previsualization. An industry survey found that 59 percent of exhibit designers already use AI in their process, with most citing better ideation and faster timelines as the main benefits [1]. On the film side, generative tools are reshaping storyboarding and virtual production workflows [3]. This is meaningful change, not distant speculation.

What AI cannot do is handle the full job. Physical reality keeps getting in the way. AI-generated concepts regularly fall apart when tested against real budgets, rigging points, freight logistics, and union labor rules [1]. Museums are also wrestling with serious ethical questions around training data and public trust before adopting AI-driven experiences [5]. The Art Directors Guild has pushed back hard against tools that sideline skilled professionals entirely [4]. Those tensions slow full automation considerably.

The honest picture: long-term employer demand for this role is soft, so competition will tighten. But designers who combine hands-on craft knowledge with fluency in AI tools will be the hardest to replace. The role is changing more than it is disappearing.

Reveal More
Career Village Logo

Help us improve this report.

Tell us if this analysis feels accurate or we missed something.

Share your feedback

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Career Village Logo

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

Latest AI news for Set and Exhibit Designers

These articles highlight how AI is transforming the field of set and exhibit design, offering both challenges and opportunities. For instance, AI tools are enhancing client alignment and reducing revision cycles, making the design process more efficient. Additionally, AI-driven analytics can help designers adapt their exhibits based on past data, leading to more impactful designs. While some tasks may become automated, the core role of designers is expected to evolve, emphasizing the importance of creativity and adaptability in this career path. Embracing these advancements can foster resilience in the 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

$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.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

Built with ❤️ by Sandbox Web

The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.