Interior Designers
Arts, Design, Entertainment & MediaAI exposure
- Data source: BLSPublished: 2026-08
High· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.000
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.37
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 53% score at or above this value.
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Task-level exposure
Exposed tasks only| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Advise client on interior design factors such as space planning, layout and use of furnishings or equipment, and color coordination.27-1025 | 0.023169.4 | 0.0020100.0 |
Confer with client to determine factors affecting planning interior environments, such as budget, architectural preferences, and purpose and function.27-1025 | 0.006018.0 | —0 |
Estimate material requirements and costs, and present design to client for approval.27-1025 | 0.00216.3 | —0 |
Use computer-aided drafting (CAD) and related software to produce construction documents.27-1025 | 0.00216.3 | —0 |
| Not observed on any surface — 7 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Select or design, and purchase furnishings, art works, and accessories. | —0 | —0 |
Formulate environmental plan to be practical, esthetic, and conducive to intended purposes, such as raising productivity or selling merchandise. | —0 | —0 |
Subcontract fabrication, installation, and arrangement of carpeting, fixtures, accessories, draperies, paint and wall coverings, art work, furniture, and related items. | —0 | —0 |
Render design ideas in form of paste-ups or drawings. | —0 | —0 |
Coordinate with other professionals, such as contractors, architects, engineers, and plumbers, to ensure job success. | —0 | —0 |
Review and detail shop drawings for construction plans. | —0 | —0 |
Plan and design interior environments for boats, planes, buses, trains, and other enclosed spaces. | —0 | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Estimate material requirements and costs, and present design to client for approval.O*NET Task ID 1734 | 0.5 |
Confer with client to determine factors affecting planning of interior environments, such as budget, architectural preferences, purpose, and function.O*NET Task ID 1735 | 0.5 |
Advise client on interior design factors, such as space planning, layout and use of furnishings or equipment, and color coordination.O*NET Task ID 1736 | 0.5 |
Select or design, and purchase furnishings, art work, and accessories.O*NET Task ID 1737 | 0.5 |
Formulate environmental plan to be practical, esthetic, and conducive to intended purposes, such as raising productivity or selling merchandise.O*NET Task ID 1738 | 0.5 |
Subcontract fabrication, installation, and arrangement of carpeting, fixtures, accessories, draperies, paint and wall coverings, art work, furniture, and related items.O*NET Task ID 1739 | 0.5 |
Render design ideas in form of paste-ups or drawings.O*NET Task ID 1740 | 0.5 |
Plan and design interior environments for boats, planes, buses, trains, and other enclosed spaces.O*NET Task ID 1741 | 0.5 |
Coordinate with other professionals, such as contractors, architects, engineers, and plumbers, to ensure job success.O*NET Task ID 18519 | 0.5 |
Review and detail shop drawings for construction plans.O*NET Task ID 18520 | 0.5 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page