Occupation baseline · Research consensus
Will AI replace Control and Valve Installers and Repairers, Except Mechanical Door?
Baseline AI displacement risk for Control and Valve Installers and Repairers, Except Mechanical Door, aggregated from 5 research sources.
What this score means
Control and Valve Installers and Repairers, Except Mechanical Door 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 15 out of 100 it sits close to the Construction & Trades average of 13. Across the 5 sources behind this baseline, individual estimates run from 7 to 31, 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 Control and Valve Installers and Repairers, Except Mechanical Door, most central first, showing 12 of 32.
- 01Record maintenance information, including test results, material usage, and repairs made.
- 02Disassemble and repair mechanical control devices or valves, such as regulators, thermostats, or hydrants, using power tools, hand tools, and cutting torches.
- 03Lubricate wearing surfaces of mechanical parts, using oils or other lubricants.
- 04Calibrate instrumentation, such as meters, gauges, and regulators, for pressure, temperature, flow, and level.
- 05Install, inspect and test electric meters, relays, and power sources to detect causes of malfunctions and inaccuracies, using hand tools and testing equipment.
- 06Test valves and regulators for leaks and accurate temperature and pressure settings, using precision testing equipment.
- 07Record meter readings and installation data on meter cards, work orders, or field service orders, or enter data into hand-held computers.
- 08Turn meters on or off to establish or close service.
- 09Shut off service and notify repair crews when major repairs are required, such as the replacement of underground pipes or wiring.
- 10Install regulators and related equipment such as gas meters, odorization units, and gas pressure telemetering equipment.
- 11Cut seats to receive new orifices, tap inspection ports, and perform other repairs to salvage usable materials, using hand tools and machine tools.
- 12Turn valves to allow measured amounts of air or gas to pass through meters at specified flow rates.
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 Control and Valve Installers and Repairers, Except Mechanical Door 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 Control and Valve Installers and Repairers, Except Mechanical Door?
- Published research puts Control and Valve Installers and Repairers, Except Mechanical Door at 15 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 Control and Valve Installers and Repairers, Except Mechanical Door?
- Only partly. Individual estimates for Control and Valve Installers and Repairers, Except Mechanical Door run from 7 to 31 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 Control and Valve Installers and Repairers, Except Mechanical Door by score are Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons (15/100), Highway Maintenance Workers (15/100), and Mobile Heavy Equipment Mechanics, Except Engines (15/100). Each has its own page with the research behind its number.
Also covers
Air Valve Mechanic · Air Valve Repairer · Automation Controls Technician · Certification Technician · Control Panel Technician (Control Panel Tech) · Control Specialist · Control Systems Technician (Control Systems Tech) · Control Valve Mechanic 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
- Electric Motor, Power Tool, and Related Repairers16/100
- Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons15/100
- Highway Maintenance Workers15/100
- Mobile Heavy Equipment Mechanics, Except Engines15/100
- Recreational Vehicle Service Technicians15/100
- Earth Drillers, Except Oil and Gas14/100
- Excavating and Loading Machine and Dragline Operators, Surface Mining14/100
- Hazardous Materials Removal Workers14/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.