Occupation baseline · Research consensus
Will AI replace Insulation Workers, Mechanical?
Baseline AI displacement risk for Insulation Workers, Mechanical, aggregated from 5 research sources.
What this score means
Insulation Workers, Mechanical 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 12 out of 100 it sits close to the Construction & Trades average of 13. Across the 5 sources behind this baseline, individual estimates run from 5 to 28, 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 Insulation Workers, Mechanical, most central first.
- 01Measure and cut insulation for covering surfaces, using tape measures, handsaws, knives, and scissors.
- 02Apply, remove, and repair insulation on industrial equipment, pipes, ductwork, or other mechanical systems such as heat exchangers, tanks, and vessels, to help control noise and maintain temperatures.
- 03Select appropriate insulation, such as fiberglass, Styrofoam, or cork, based on the heat retaining or excluding characteristics of the material.
- 04Fit insulation around obstructions, and shape insulating materials and protective coverings as required.
- 05Determine the amounts and types of insulation needed, and methods of installation, based on factors such as location, surface shape, and equipment use.
- 06Cover, seal, or finish insulated surfaces or access holes with plastic covers, canvas strips, sealants, tape, cement, or asphalt mastic.
- 07Install sheet metal around insulated pipes with screws to protect the insulation from weather conditions or physical damage.
- 08Read blueprints and specifications to determine job requirements.
- 09Prepare surfaces for insulation application by brushing or spreading on adhesives, cement, or asphalt, or by attaching metal pins to surfaces.
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 5 research sources that scored Insulation Workers, Mechanical 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
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Insulation Workers, Mechanical?
- Published research puts Insulation Workers, Mechanical at 12 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Insulation Workers, Mechanical?
- Only partly. Individual estimates for Insulation Workers, Mechanical run from 5 to 28 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which construction & trades roles face similar AI exposure?
- The closest published construction & trades roles to Insulation Workers, Mechanical by score are Aircraft Mechanics and Service Technicians (12/100), Automotive Service Technicians and Mechanics (12/100), and Bicycle Repairers (12/100). Each has its own page with the research behind its number.
Also covers
AC Insulation Installer (Air Conditioning Insulation Installer) · Blanket Maker · Boiler Coverer · Commercial Insulator · Duct Insulator · Firestopper Installer · Firestopper Technician (Firestopper Tech) · Heat and Frost Insulator and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
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More construction & trades occupations
- Aircraft Mechanics and Service Technicians12/100
- Automotive Service Technicians and Mechanics12/100
- Bicycle Repairers12/100
- Continuous Mining Machine Operators12/100
- Electronic Equipment Installers and Repairers, Motor Vehicles12/100
- Helpers--Installation, Maintenance, and Repair Workers12/100
- Manufactured Building and Mobile Home Installers12/100
- Painters, Construction and Maintenance12/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.