Occupation baseline · Research consensus
Will AI replace Carpenters?
Baseline AI displacement risk for Carpenters, aggregated from 9 research sources.
What this score means
Carpenters is among the least exposed roles in Construction & Trades. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 10 out of 100 it scores 3 points below the Construction & Trades average of 13. Across the 9 sources behind this baseline, individual estimates run from 5 to 24, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Carpenters, most central first, showing 12 of 29.
- 01Follow established safety rules and regulations and maintain a safe and clean environment.
- 02Measure and mark cutting lines on materials, using a ruler, pencil, chalk, and marking gauge.
- 03Assemble and fasten materials to make frameworks or props, using hand tools and wood screws, nails, dowel pins, or glue.
- 04Study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.
- 05Shape or cut materials to specified measurements, using hand tools, machines, or power saws.
- 06Verify trueness of structure, using plumb bob and level.
- 07Inspect ceiling or floor tile, wall coverings, siding, glass, or woodwork to detect broken or damaged structures.
- 08Erect scaffolding or ladders for assembling structures above ground level.
- 09Install structures or fixtures, such as windows, frames, floorings, trim, or hardware, using carpenters' hand or power tools.
- 10Maintain records, document actions, and present written progress reports.
- 11Remove damaged or defective parts or sections of structures and repair or replace, using hand tools.
- 12Maintain job records and schedule work crew.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 9 research sources that scored Carpenters for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Crashing Waves vs. Rising Tides: Preliminary Findings on AI Automation from Thousands of Worker Evaluations of Labor Market Tasks · 2026Mertens, Thompson et al., MIT FutureTech (2026)
- 03Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 04The AI Jobs Transition Framework: Mapping AI's Near-Term Impact on Jobs · 2026OpenAI Economic Research (2026)
- 05Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 06A new future of work: The race to deploy AI and raise skills in Europe and beyond · 2024McKinsey Global Institute (2024)
- 07GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 08AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
- 09Generative AI and the Future of Work in America · 2023McKinsey Global Institute (2023)
Common questions
- How likely is AI to replace Carpenters?
- Published research puts Carpenters at 10 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 9 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Carpenters?
- Broadly, yes. Individual estimates for Carpenters run from 5 to 24 out of 100 across the 9 sources behind this score, a fairly tight range. More recent and higher confidence studies carry more weight in the final number.
- Which construction & trades roles face similar AI exposure?
- The closest published construction & trades roles to Carpenters by score are Brickmasons and Blockmasons (10/100), Commercial Divers (10/100), and Electrical Power-Line Installers and Repairers (10/100). Each has its own page with the research behind its number.
Also covers
Aluminum Siding Applicator · Aluminum Siding Installer · Aluminum Siding Mechanic · Amusement and Recreational Prop Maker · Asbestos Siding Mechanic · Assembled Wood Products Repairer · Beam Builder · Boat Builder and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
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More construction & trades occupations
- Brickmasons and Blockmasons10/100
- Commercial Divers10/100
- Electrical Power-Line Installers and Repairers10/100
- Explosives Workers, Ordnance Handling Experts, and Blasters10/100
- Helpers--Carpenters10/100
- Pile Driver Operators10/100
- Refractory Materials Repairers, Except Brickmasons10/100
- Service Unit Operators, Oil and Gas10/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.