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AI Automation Index
Task-level automation exposure for Set and Exhibit Designers: 27 O*NET tasks scored against their work activities, plus the simulator.
Automation Exposure
27 of 27 tasks scored
Median Salary
BLS OEWS, May 2025 — this exact occupation
Employment Level
10,630 people hold this job — size, not growth
Projected 2025–35
2,200 openings a year · BLS line item
BLS OEWS publishes 27 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.
$34,260 – $105,030
Highest medians
Lowest medians
State figures come from the 27-1027 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.
Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.
Importance-weighted mean of the scored tasks. This is the headline index.
Share of weighted tasks in hands-on or machine-operating work activities.
Share in analysis, decisions, teaching, directing, advising, or caring for others.
Share in documenting, recording, and administrative activities.
Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.
O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.
27 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.
6 tasks
13 tasks
8 tasks
Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.
Simulate Upskilling →Develop set designs, based on evaluation of scripts, budgets, research information, and available locations.
text generation — Concepts generated; commercial curation human
Prepare rough drafts and scale working drawings of sets, including floor plans, scenery, and properties to be constructed.
visual inspection — AI aids illustrations; precise technical drawing human
Prepare preliminary renderings of proposed exhibits, including detailed construction, layout, and material specifications, and diagrams relating to aspects such as special effects or lighting.
decision support — Technical requirements drafted; human owns spec
Read scripts to determine location, set, and design requirements.
text generation — Script comprehension and requirement extraction well handled
Submit plans for approval, and adapt plans to serve intended purposes, or to conform to budget or fabrication restrictions.
interpersonal — Client approval requires live persuasion and accountability
Attend rehearsals and production meetings to obtain and share information related to sets.
interpersonal — Ongoing production discussion requires shared human context
Confer with clients and staff to gather information about exhibit space, proposed themes and content, timelines, budgets, materials, or promotion requirements.
interpersonal — Needs elicitation requires human rapport and judgment
Research architectural and stylistic elements appropriate to the time period to be depicted, consulting experts for information, as necessary.
information retrieval — AI gathers references; creative synthesis is human
Observe sets during rehearsals in order to ensure that set elements do not interfere with performance aspects such as cast movement and camera angles.
visual inspection — Set/exhibit inspection requires physical presence
Collaborate with those in charge of lighting and sound so that those production aspects can be coordinated with set designs or exhibit layouts.
interpersonal — Technical detail negotiation is interactive human work
Select set props, such as furniture, pictures, lamps, and rugs.
decision support — Prop selection depends on creative and physical context
Design and build scale models of set designs, or miniature sets used in filming backgrounds or special effects.
text generation — Layout concepts generated; spatial/physical fit human-checked
Examine objects to be included in exhibits to plan where and how to display them.
text generation — Concepts generated; commercial curation human
Assign staff to complete design ideas and prepare sketches, illustrations, and detailed drawings of sets, or graphics and animation.
interpersonal — Coordinating design activities is human-led collaboration
Inspect installed exhibits for conformance to specifications and satisfactory operation of special-effects components.
visual inspection — Set/exhibit inspection requires physical presence
Estimate set- or exhibit-related costs, including materials, construction, and rental of props or locations.
data analysis — Project cost estimation from given parameters
Plan for location-specific issues, such as space limitations, traffic flow patterns, and safety concerns.
decision support — AI aids logistics planning; on-site event execution human
Acquire, or arrange for acquisition of, specimens or graphics required to complete exhibits.
data analysis — Materials inventory records and forecasting automatable
Design and produce displays and materials that can be used to decorate windows, interior displays, or event locations, such as streets and fairgrounds.
text generation — Concepts generated; commercial curation human
Direct and coordinate construction, erection, or decoration activities to ensure that sets or exhibits meet design, budget, and schedule requirements.
decision support — Coordination across trades needs on-site human execution
Coordinate the transportation of sets that are built off-site, and coordinate their setup at the site of use.
decision support — Coordination across trades needs on-site human execution
Confer with conservators 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 enhanced.
interpersonal — Technical detail negotiation is interactive human work
Select and purchase lumber and hardware necessary for set construction.
data analysis — Materials inventory records and forecasting automatable
Arrange for outside contractors to construct exhibit structures.
decision support — Coordination across trades needs on-site human execution
Incorporate security systems into exhibit layouts.
situated mobility — Physical security presence in world
Coordinate the removal of sets, props, and exhibits after productions or events are complete.
decision support — Coordination across trades needs on-site human execution
Provide supportive materials for exhibits and displays, such as press kits, advertising, publicity notices, posters, brochures, catalogues, and invitations.
text generation — Promotional content drafted; human runs channels and relationships
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<script src="https://giniloh.com/embed.js" async></script> Community Sentiment
Do you agree with the AI automation risk score calculated for this occupation?
Method
Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.
Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast
See the full method →Related Article
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