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Carpenter

Based on 36 assessments

8% Low risk

Average realistic automation risk across all Carpenter profiles in the dataset.

Raw potential
18%
Realistic risk
8%
Research benchmark ?
9%

Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context. Research benchmark: Eloundou et al. (2023)

Distribution across 36 profiles. Middle half of Carpenters score between 6% and 10%.

0% 50% 100%
p10 · 5%
12% · p90
On-screen work 0%

Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.

In-person + screen 19%

Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.

Computer + action 0%

Computer input, real-world output — needs someone to act on it, not just software.

Fully in-person 81%

No computer required. Furthest from automation — the strongest human advantage.

3 synthetic profiles for a Carpenter, ordered by automation exposure. Tab between them to see how task mix drives the score difference.

Task Time Type Exposure
Assembling and installing frameworks, including walls, floors, and doorframes, using nails, screws, or adhesives
deep expertise
33% AA 1%
Installing structures and fixtures like windows, doors, cabinets, or staircases, ensuring they are level and secure
deep expertise social element
19% AA 2%
Collaborating with clients, contractors, or other tradespeople to clarify project details, timelines, or adjustments
deep expertise social element
19% AA 10%
Measuring, cutting, and shaping wood, plastic, or other materials using hand tools (e.g., saws, chisels) or power tools (e.g., circular saws, routers)
deep expertise social element
15% AA 0%
Preparing cost estimates and material lists for projects, including labor and supply calculations
9% AD 29%
Reading and interpreting blueprints or building plans to determine project requirements and measurements
deep expertise social element
1% AD 22%
Inspecting and replacing damaged framework or other structures and fixtures, including drywall or flooring repairs
deep expertise social element
1% AA 3%
Ensuring compliance with building codes, safety regulations, and best practices during construction or repairs
deep expertise social element
1% AA 11%

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