Last Update: 11/21/2025
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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
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.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
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 analysisContributing 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
Microsoft's Working with AI
AI Applicability
Anthropic's Economic Index
AI Resilience
Will Robots Take My Job
Automation Resilience
Low Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Set and Exhibit Designers
Updated Quarterly • Last Update: 11/21/2025

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.

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].

Help us improve this report.
Tell us if this analysis feels accurate or we missed something.
Share your feedback
Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.
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
AI-generated estimates of task resilience over the next 3 years
Confer with clients and staff in order to gather information about exhibit space, proposed themes and content, timelines, budgets, materials, and/or promotion requirements.
Develop set designs based on evaluation of scripts, budgets, research information, and available locations.
Collaborate with those in charge of lighting and sound so that those production aspects can be coordinated with set designs or exhibit layouts.
Research architectural and stylistic elements appropriate to the time period to be depicted, consulting experts for information as necessary.
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...
Observe sets during rehearsals in order to ensure that set elements do not interfere with performance aspects such as cast movement and camera angles.
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.

© 2026 CareerVillage.org. All rights reserved.
The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.
Built with ❤️ by Sandbox Web