AI Automation Index

Will AI Replace Construction and Building Inspectors?

Task-level automation exposure for Construction and Building Inspectors: 19 O*NET tasks scored against their work activities, plus the simulator.

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Developed & audited by Gini Loh

Automation Exposure

34% weighted task index

19 of 19 tasks scored

Median Salary

$74,690 / year

BLS OEWS, May 2025 — this exact occupation

Employment Level

High

146,720 people hold this job — size, not growth

Projected 2025–35

0.0% employment change

14,800 openings a year · BLS line item

Pay by state

BLS OEWS publishes 53 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.

$44,320 – $102,410

Highest medians

Alaska $102,410

California $101,290

Connecticut $98,670

Washington $96,140

Minnesota $88,670

Lowest medians

Puerto Rico $44,320

Mississippi $50,250

Guam $51,710

Arkansas $52,700

South Carolina $58,840

State figures come from the 47-4011 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.

What the score is made of

Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.

Automation potential 34%

Importance-weighted mean of the scored tasks. This is the headline index.

Physical work 0%

Share of weighted tasks in hands-on or machine-operating work activities.

Judgment & influence 21%

Share in analysis, decisions, teaching, directing, advising, or caring for others.

Routine administration 7%

Share in documenting, recording, and administrative activities.

Rewritten by O*NET 0%

Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.

Consequence of error 24/100 Low

O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.

Constituent Task Mix

19 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.

High exposure (≥ 60% of the task is automatable) 10%

2 tasks

Medium exposure (≥ 35%) 14%

2 tasks

Low exposure (below 35%) 76%

15 tasks

How would you survive?

Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.

Simulate Upskilling →

Emerging & rewritten tasks

Tasks O*NET added or rewrote for this occupation in its recent updates (05/2025 – 08/2026), with who proposed them. Additions are not in the scored task inventory — they are new work O*NET is still measuring, so they appear here and nowhere in the index. A Revision replaces a task that is scored, which is why only those move the "Rewritten by O*NET" share.

New 08/2024 · Occupational Expert

Inspect structures to determine cause and origin of damage.

Constituent Tasks

#20447 · Core · 30% automatable

Approve building plans that meet required specifications.

decision support — Authorization is accountable human sign-off

Authorize construction activities.

#871 · Core · 50% automatable

Review and interpret plans, blueprints, site layouts, specifications, or construction methods to ensure compliance to legal requirements and safety regulations.

visual inspection — Specs reading aided, human validates requirements

Review blueprints or specifications to determine work requirements. Evaluate construction projects to determine compliance with external standards or regulations.

#875 · Core · 30% automatable

Issue permits for construction, relocation, demolition, or occupancy.

decision support — Authorization is accountable human sign-off

Authorize construction activities.

#869 · Core · 22% automatable

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.

data analysis — Electrical testing requires hands-on instrument use

Inspect work sites to identify potential environmental or safety hazards. Inspect plumbing systems or fixtures. Test electrical equipment or systems to ensure proper functioning.

#878 · Core · 28% automatable

Monitor installation of plumbing, wiring, equipment, or appliances to ensure that installation is performed properly and is in compliance with applicable regulations.

visual inspection — Construction oversight requires on-site physical presence

Monitor construction operations.

#872 · Core · 29% automatable

Inspect and monitor construction sites to ensure adherence to safety standards, building codes, or specifications.

visual inspection — On-site construction compliance inspection is physical

Monitor construction operations. Evaluate construction projects to determine compliance with external standards or regulations.

#20446 · Core · 52% automatable

Confer with owners, violators, or authorities to explain regulations or recommend remedial actions.

interpersonal — Client dialogue on products/policies is relational

Communicate with clients about products, procedures, and policies.

#873 · Core · 27% automatable

Measure dimensions and verify level, alignment, or elevation of structures or fixtures to ensure compliance to building plans and codes.

decision support — AI can review specs/docs; physical project check is human

Verify alignment of structures or equipment. Evaluate projects to determine compliance with technical specifications. Measure work site dimensions.

#870 · Core · 80% automatable

Maintain daily logs and supplement inspection records with photographs.

data analysis — Record operational or environmental data into logs

Record operational or environmental data.

#20445 · Core · 20% automatable

Conduct inspections, using survey instruments, metering devices, tape measures, or test equipment.

visual inspection — Installation inspection requires on-site physical check

Inspect completed work to ensure proper installation.

#880 · Core · 24% automatable

Train, direct, or supervise other construction inspectors.

physical manipulation — Construction training requires hands-on demonstration and safety

Train construction or extraction personnel. Direct construction or extraction personnel.

#19866 · Supplemental · 28% automatable

Monitor construction activities to ensure that environmental regulations are not violated.

visual inspection — Construction oversight requires on-site physical presence

Monitor construction operations.

#19864 · Supplemental · 30% automatable

Evaluate project details to ensure adherence to environmental regulations.

visual inspection — On-site construction compliance inspection is physical

Evaluate construction projects to determine compliance with external standards or regulations.

#19865 · Supplemental · 22% automatable

Inspect facilities or installations to determine their environmental impact.

visual inspection — Hazard identification on site requires physical presence

Inspect work sites to identify potential environmental or safety hazards.

#20448 · Supplemental · 18% automatable

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.

visual inspection — Direct physical inspection of industrial equipment

Inspect industrial or commercial equipment to ensure proper operation.

#19863 · Supplemental · 22% automatable

Conduct environmental hazard inspections to identify or quantify problems, such as asbestos, poor air quality, water contamination, or other environmental hazards.

visual inspection — Hazard identification on site requires physical presence

Inspect work sites to identify potential environmental or safety hazards.

#20449 · Supplemental · 62% automatable

Estimate cost of completed work or of needed renovations or upgrades.

data analysis — Construction cost estimation needs site judgment

Estimate construction project costs.

#20450 · Supplemental · 22% automatable

Evaluate premises for cleanliness, such as proper garbage disposal or lack of vermin infestation.

visual inspection — Hazard identification on site requires physical presence

Inspect work sites to identify potential environmental or safety hazards.

#19867 · Supplemental · 25% automatable

Sample and test air to identify gasses, such as bromine, ozone, or sulfur dioxide, or particulates, such as mold, dust, or allergens.

physical manipulation — Air sampling requires on-site instrument operation

Test air quality at work sites.

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Community Sentiment

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Method

How this was scored

1. Tasks. O*NET task statements for this occupation, from a release whose newest record is dated 08/2026.
2. Work activities. Each task maps to 1–5 Detailed Work Activities; each activity belongs to one of 41 Generalized Work Activities that O*NET rates for importance (1–5) in this occupation.
3. Automation potential. Every work activity carries one score for how far current AI can perform it end-to-end. Tasks inherit the mean of their activities.
4. Weighting. Task weight = 0.35 + 0.65 × (importance − 1)/4, scaled by how often the task is performed and by 0.7 for Supplemental tasks. Importance is the task's own O*NET rating where it exists (18,369 of 18,838 tasks); the rest inherit their work activities' importance. The index is the weighted mean.

Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.

Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast

See the full method →

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