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EXPOSURE TO AI
30%
LOW
OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
The robots can help. They can’t replace the room you read.

30% of this role’s O*NET tasks are within reach of today’s AI. That is the core-weighted exposure score from Eloundou et al. 2023 (“GPTs are GPTs”). It measures a capability ceiling, not a headcount forecast. Mostly safe. AI helps around the edges, but the job stays human.

WHAT AI CAN ALREADY DO
  • Plan commercial displays to entice and appeal to customers
  • Consult with store managers, buyers, sales associates, housekeeping staff, or engineering staff to determine appropriate placement of displays or products
  • Develop ideas or plans for merchandise displays or window decorations
  • Consult with advertising or sales staff to determine type of merchandise to be featured and time and place for each display
  • Attend training sessions or corporate planning meetings to obtain new ideas for product launches
WHAT IT STILL CAN’T
  • Place prices or descriptive signs on backdrops, fixtures, merchandise, or floor
  • Maintain props, products, or mannequins, inspecting them for imperfections, doing touch-ups, cleaning up after customers, or applying preservative coatings as necessary
  • Install booths, exhibits, displays, carpets, or drapes, as guided by floor plan of building or specifications
  • Construct or assemble displays or display components from fabric, glass, paper, or plastic, using hand tools or woodworking power tools, according to specifications
  • Collaborate with others to obtain products or other display items
THE HONEST PART. A percentage is not a pink slip. High exposure usually means a role shrinks and shifts toward judgment, direction and responsibility: the parts a model can’t sign its name to. Exposure ≠ displacement. Breathe.
SOURCES: O*NET 30.3 occupational tasks · Eloundou et al. 2023 (“GPTs are GPTs”,arXiv:2303.10130) · Anthropic Economic Index 2026 (CC-BY)  | how this is calculated  | last updated 2026-07-16