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Evolving

Last Update: 11/21/2025

Your role’s AI Resilience Score is

53.0%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

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.

Summary

Set and exhibit design is labeled as "Evolving" because AI tools are starting to change how designers work, offering faster ways to draft plans and generate layout ideas. However, the core of this career still relies heavily on human creativity, storytelling, and collaboration, which AI can't replace.

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Learn more about how you can thrive in this position

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Latest news
More career info

Summary

Set and exhibit design is labeled as "Evolving" because AI tools are starting to change how designers work, offering faster ways to draft plans and generate layout ideas. However, the core of this career still relies heavily on human creativity, storytelling, and collaboration, which AI can't replace.

Read full analysis

Contributing Sources

AI Resilience

All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.

CareerVillage.org's AI Resilience Analysis

AI Task Resilience

Learn about this score
Stable iconStable

83.5%

83.5%

Microsoft's Working with AI

AI Applicability

Learn about this score
Changing fast iconChanging fast

24.2%

24.2%

Anthropic's Economic Index

Evolving iconEvolving

50.5%

50.5%

Will Robots Take My Job

Automation Resilience

Learn about this score
Stable iconStable

84.2%

84.2%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

2.3%

Growth Percentile:

44.4%

Annual Openings:

2.5

Annual Openings Pct:

25.3%

Analysis of Current AI Resilience

Set and Exhibit Designers

Updated Quarterly • Last Update: 11/21/2025

Analysis
Suggested Actions
State of Automation

State of Automation & Augmentation

Right now, most set and exhibit design work still needs people’s creativity. Designers use powerful software (like AutoCAD, Revit, SketchUp, 3ds Max and Adobe Photoshop/Illustrator) to draw floor plans and model sets [1] [1]. In architecture and engineering fields, new AI tools can generate many layout ideas quickly [2] and even analyze visitor movements to improve exhibits [3].

However, these are mostly research tools or special systems, not everyday studio practice. For example, one study showed AI could track where museum-goers spend time to suggest layout changes [3], but real designers still decide how a stage or exhibit looks. Many core tasks of set designers – like attending rehearsals, watching how actors move, or talking with directors – can’t be done by a computer.

The U.S. Bureau of Labor Statistics notes that architecture and engineering jobs might be affected by AI, but actual impacts are still “uncertain” [4]. In short, AI can help speed up drafting or provide ideas, but humans still guide the vision and make final design decisions.

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AI Adoption

AI Adoption

New design tools are showing up slowly. Most teams still rely on familiar CAD and visualization software rather than brand-new AI systems [1]. AI image generators and assistants exist, but there aren’t yet many off-the-shelf “set design AI” products.

Buying or learning such tools can be expensive for small design shops, and job growth in this field is modest (BLS predicts only ~2% growth by 2033 [4]), so companies may not rush to replace their teams. Work is often project-based and highly creative: choosing a show’s style or testing a set in rehearsal needs human judgment. Even experts in design education say AI is “transforming design education, impacting creativity and innovation” [5] – suggesting that AI is seen as a tool for designers, not a replacement.

In the end, human skills like creativity, storytelling, and collaboration remain very important. For now, AI handles routine tasks (speeding up drafting, offering layout ideas), but creative and decision-making roles are still firmly in people’s hands [4] [4].

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More Career Info

Career: Set and Exhibit Designers

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

65% ResilienceCore Task

Confer with clients and staff in order to gather information about exhibit space, proposed themes and content, timelines, budgets, materials, and/or promotion requirements.

2

65% ResilienceCore Task

Develop set designs based on evaluation of scripts, budgets, research information, and available locations.

3

65% ResilienceCore Task

Collaborate with those in charge of lighting and sound so that those production aspects can be coordinated with set designs or exhibit layouts.

4

65% ResilienceCore Task

Research architectural and stylistic elements appropriate to the time period to be depicted, consulting experts for information as necessary.

5

65% ResilienceCore Task

Confer with conservators in order to determine how to handle an exhibit's environmental aspects, such as lighting, temperature, and humidity, so that objects will be protected and exhibits will be enh...

6

65% 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

65% ResilienceCore Task

Design and build scale models of set designs, or miniature sets used in filming backgrounds or special effects.

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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