Gini Loh System Tools

AI Automation Index

Will AI Replace Construction Laborers?

Task-level automation exposure for Construction Laborers: 27 O*NET tasks scored against their work activities, plus the simulator.

E-E-A-T Verified
Developed & audited by Gini Loh

Automation Exposure

12% weighted task index

27 of 27 tasks scored

Median Salary

$47,120 / year

BLS OEWS, May 2025 — this exact occupation

Employment Level

Very High

1,096,780 people hold this job — size, not growth

Projected 2025–35

+7.3% employment change

120,000 openings a year · BLS line item

Pay by state

BLS OEWS publishes 54 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.

$24,270 – $77,110

Highest medians

Hawaii $77,110
New Jersey $64,060
Massachusetts $63,390
Illinois $60,690
California $60,270

Lowest medians

Puerto Rico $24,270
Guam $29,410
Alabama $36,900
Arkansas $37,630
Mississippi $37,710

State figures come from the 47-2061 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 12%

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

Physical work 86%

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

Judgment & influence 0%

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

Routine administration 0%

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 38/100 Moderate

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

27 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) 5%

1 tasks

Medium exposure (≥ 35%) 0%

0 tasks

Low exposure (below 35%) 95%

26 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 →

Constituent Tasks

#11472 · Core · 15% automatable

Tend pumps, compressors, or generators to provide power for tools, machinery, or equipment or to heat or move materials, such as asphalt.

physical manipulation — Hands-on pump and compressor operation

Operate pumps or compressors.
#11465 · Core · 10% automatable

Lubricate, clean, or repair machinery, equipment, or tools.

physical manipulation — Equipment and facility cleaning is hands-on

Clean equipment or facilities. Maintain construction tools or equipment.
#11458 · Core · 5% automatable

Signal equipment operators to facilitate alignment, movement, or adjustment of machinery, equipment, or materials.

physical manipulation — Directing equipment operators via physical signals

Signal equipment operators to indicate proper equipment positioning.
#11456 · Core · 70% automatable

Read plans, instructions, or specifications to determine work activities.

visual inspection — Specs reading aided, human validates requirements

Review blueprints or specifications to determine work requirements.
#11461 · Core · 15% automatable

Measure, mark, or record openings or distances to layout areas where construction work will be performed.

physical manipulation — Physical site dimension measurement

Measure work site dimensions. Mark reference points on construction materials.
#11455 · Core · 10% automatable

Clean or prepare construction sites to eliminate possible hazards.

physical manipulation — Work site cleaning is physical labor

Clean work sites.
#11459 · Core · 5% automatable

Dig ditches or trenches, backfill excavations, or compact and level earth to grade specifications, using picks, shovels, pneumatic tampers, or rakes.

physical manipulation — Operating compaction equipment by hand on site

Dig holes or trenches. Compact materials to create level bases.
#11462 · Core · 5% automatable

Load, unload, or identify building materials, machinery, or tools, distributing them to the appropriate locations, according to project plans or specifications.

physical manipulation — Manual moving of construction materials on site

Load or unload materials used in construction or extraction. Move construction or extraction materials to locations where they are needed.
#11460 · Supplemental · 5% automatable

Position, join, align, or seal structural components, such as concrete wall sections or pipes.

physical manipulation — Positioning structural components is physical labor

Position structural components. Install plumbing or piping.
#19838 · Supplemental · 3% automatable

Perform site activities required of green certified construction practices, such as implementing waste management procedures, identifying materials for reuse, or installing erosion or sedimentation control mechanisms.

physical manipulation — Green structural installation is hands-on

Install green structural components, equipment or systems.
#11457 · Supplemental · 5% automatable

Control traffic passing near, in, or around work zones.

situated mobility — Directing live traffic requires physical presence

Direct vehicle traffic.
#11469 · Supplemental · 4% automatable

Install sewer, water, or storm drain pipes, using pipe-laying machinery or laser guidance equipment.

physical manipulation — Hands-on plumbing in structures

Install plumbing or piping.
#11468 · Supplemental · 25% automatable

Operate or maintain air monitoring or other sampling devices in confined or hazardous environments.

physical manipulation — Air sampling requires on-site instrument operation

Test air quality at work sites.
#11467 · Supplemental · 3% automatable

Smooth or finish freshly poured cement or concrete, using floats, trowels, screeds, or powered cement finishing tools.

physical manipulation — Skilled hand finishing of concrete surfaces

Finish concrete surfaces.
#11463 · Supplemental · 8% automatable

Erect or dismantle scaffolding, shoring, braces, traffic barricades, ramps, or other temporary structures.

physical manipulation — Erecting temporary structures requires physical assembly

Assemble temporary equipment or structures. Dismantle equipment or temporary structures.
#11471 · Supplemental · 6% automatable

Provide assistance to craft workers, such as carpenters, plasterers, or masons.

physical manipulation — Physical assisting of skilled trades on site

Assist skilled construction or extraction personnel.
#11482 · Supplemental · 10% automatable

Spray materials, such as water, sand, steam, vinyl, paint, or stucco, through hoses to clean, coat, or seal surfaces.

physical manipulation — Surface preparation is hands-on physical work

Clean surfaces in preparation for work activities. Apply paint to surfaces. Apply sealants or other protective coatings.
#11481 · Supplemental · 5% automatable

Raze buildings or salvage useful materials.

physical manipulation — Hands-on removal of worn materials

Remove worn, damaged or outdated materials from work areas.
#11473 · Supplemental · 10% automatable

Mop, brush, or spread paints, cleaning solutions, or other compounds over surfaces to clean them or to provide protection.

physical manipulation — Surface preparation is hands-on physical work

Clean surfaces in preparation for work activities. Apply paint to surfaces.
#11464 · Supplemental · 8% automatable

Position or dismantle forms for pouring concrete, using saws, hammers, nails, or bolts.

physical manipulation — Manual placement and alignment of forms on site

Position construction forms or molds.
#11478 · Supplemental · 8% automatable

Grind, scrape, sand, or polish surfaces, such as concrete, marble, terrazzo, or wood flooring, using abrasive tools or machines.

physical manipulation — Abrasive hand work on physical surfaces

Smooth surfaces with abrasive materials or tools.
#11474 · Supplemental · 3% automatable

Place, consolidate, or protect case-in-place concrete or masonry structures.

physical manipulation — Hands-on placement of protective coverings

Protect structures or surfaces near work areas to avoid damage. Install masonry materials.
#11480 · Supplemental · 12% automatable

Mix ingredients to create compounds for covering or cleaning surfaces.

physical manipulation — Physical handling of substances in workspace

Mix substances or compounds needed for work activities.
#11477 · Supplemental · 7% automatable

Mix, pour, or spread concrete, using portable cement mixers.

physical manipulation — Physical handling of substances in workspace

Mix substances or compounds needed for work activities. Pour materials into or on designated areas. Spread concrete or other aggregate mixtures.
#11466 · Supplemental · 8% automatable

Operate jackhammers or drills to break up concrete or pavement.

physical manipulation — Breaking rock and concrete is physical labor

Break up rock, asphalt, or concrete.
#11483 · Supplemental · 10% automatable

Apply caulking compounds by hand or caulking guns to protect against entry of water or air.

physical manipulation — Applying sealants requires hands-on coating

Apply sealants or other protective coatings.
#11479 · Supplemental · 15% automatable

Tend machines that pump concrete, grout, cement, sand, plaster, or stucco through spray guns for application to ceilings or walls.

physical manipulation — Hands-on pump and compressor operation

Operate pumps or compressors.
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Community Sentiment

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Do you agree with the AI automation risk score calculated for this occupation?

Method

How this was scored

  1. 1. Tasks. O*NET task statements for this occupation, from a release whose newest record is dated 08/2026.
  2. 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. 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. 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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