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AI exposure Construction and extraction

Will AI replace construction and building inspectors?

Construction and Building Inspectors. US occupation 47-4011.

4.8%

of the time construction and building inspectors spend on their work goes on tasks where AI is already being used to do that work.of construction and building inspectors' working hours go on tasks AI has already started taking off their plate.

Ranked 255 of 756 US occupations. More exposed than 66% of them.Further along than 66% of them.

Average US job 7.7%

Around the middle of the pack.Keeping pace with the average job.

What AI already does for construction and building inspectorsWhat construction and building inspectors no longer do alone

O*NET lists 40 tasks for construction and building inspectors. AI use at work shows up in 2 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.

  1. Estimate cost of completed work or of needed renovations or upgrades. mostly automated 1.00
  2. Review and interpret plans, blueprints, site layouts, specifications, or construction methods to ensure compliance to legal requirements and safety regulations.Core task mostly automated 0.89

What it does not touch, yetWhat still needs a human

38 of the 40 tasks show no AI use at work in the data.

  • Analyze energy bills, including utility rates or tariffs, to gather historical energy usage data.Core task
  • Analyze technical feasibility of energy-saving measures, using knowledge of engineering, energy production, energy use, construction, maintenance, system operation, or process systems.Core task
  • Approve building plans that meet required specifications.Core task
  • Calculate potential for energy savings.Core task
  • Collect and analyze field data related to energy usage.Core task
  • Compare existing energy consumption levels to normative data.Core task
Show the other 32
  • Conduct inspections, using survey instruments, metering devices, tape measures, or test equipment.Core task
  • Confer with owners, violators, or authorities to explain regulations or recommend remedial actions.Core task
  • Determine patterns of building use to show annual or monthly needs for heating, cooling, lighting, or other energy needs.Core task
  • Educate customers on energy efficiency or answer questions on topics such as the costs of running household appliances or the selection of energy-efficient appliances.Core task
  • Examine commercial sites to determine the feasibility of installing equipment that allows building management systems to reduce electricity consumption during peak demand periods.Core task
  • Identify and prioritize energy-saving measures.Core task
  • Identify any health or safety issues related to planned weatherization projects.Core task
  • Identify opportunities to improve the operation, maintenance, or energy efficiency of building or process systems.Core task
  • Inspect and monitor construction sites to ensure adherence to safety standards, building codes, or specifications.Core task
  • Inspect bridges, dams, highways, buildings, wiring, plumbing, electrical circuits, sewers, heating systems, or foundations during and after construction for structural quality, general safety, or conformance to specifications and codes.Core task
  • Inspect newly installed energy-efficient equipment to ensure that it was installed properly and is performing according to specifications.Core task
  • Inspect or evaluate building envelopes, mechanical systems, electrical systems, or process systems to determine the energy consumption of each system.Core task
  • Issue permits for construction, relocation, demolition, or occupancy.Core task
  • Maintain daily logs and supplement inspection records with photographs.Core task
  • Measure dimensions and verify level, alignment, or elevation of structures or fixtures to ensure compliance to building plans and codes.Core task
  • Measure energy usage with devices such as data loggers, universal data recorders, light meters, sling psychrometers, psychrometric charts, flue gas analyzers, amp probes, watt meters, volt meters, thermometers, or utility meters.Core task
  • Monitor installation of plumbing, wiring, equipment, or appliances to ensure that installation is performed properly and is in compliance with applicable regulations.Core task
  • Oversee installation of equipment such as water heater wraps, pipe insulation, weatherstripping, door sweeps, or low-flow showerheads to improve energy efficiency.Core task
  • Perform tests such as blower-door tests to locate air leaks.Core task
  • Prepare audit reports containing energy analysis results or recommendations for energy cost savings.Core task
  • Prepare job specification sheets for home energy improvements, such as attic insulation, window retrofits, or heating system upgrades.Core task
  • Quantify energy consumption to establish baselines for energy use or need.Core task
  • Recommend energy-efficient technologies or alternate energy sources.Core task
  • Train, direct, or supervise other construction inspectors.Core task
  • Conduct environmental hazard inspections to identify or quantify problems, such as asbestos, poor air quality, water contamination, or other environmental hazards.
  • Evaluate premises for cleanliness, such as proper garbage disposal or lack of vermin infestation.
  • Evaluate project details to ensure adherence to environmental regulations.
  • Examine lifting or conveying devices, such as elevators, escalators, moving sidewalks, hoists, inclined railways, ski lifts, or amusement rides to ensure safety and proper functioning.
  • Inspect facilities or installations to determine their environmental impact.
  • Monitor construction activities to ensure that environmental regulations are not violated.
  • Sample and test air to identify gasses, such as bromine, ozone, or sulfur dioxide, or particulates, such as mold, dust, or allergens.
  • Verify income eligibility of participants in publicly financed weatherization programs.

How that compares

Among the 56 construction and extraction occupations, construction and building inspectors rank 2. The group averages 0.4%, and its most exposed job is Structural Iron and Steel Workers at 4.9%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Just above in the ranking

  1. 252Payroll and Timekeeping Clerks 4.9%
  2. 252Structural Iron and Steel Workers 4.9%
  3. 255Airfield Operations Specialists 4.8%

Just below

  1. 258Fundraisers 4.7%
  2. 258Public Safety Telecommunicators 4.7%
  3. 258School Psychologists 4.7%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.