Cement Masons and Concrete Finishers
Construction, Maintenance & RepairAI exposure
- Data source: BLSPublished: 2026-08
Low· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.000
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.10
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 98% score at or above this value.
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Task-level exposure
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Check the forms that hold the concrete to see that they are properly constructed.O*NET Task ID 7047 | 0.0 |
Set the forms that hold concrete to the desired pitch and depth, and align them.O*NET Task ID 7048 | 0.0 |
Spread, level, and smooth concrete, using rake, shovel, hand or power trowel, hand or power screed, and float.O*NET Task ID 7049 | 0.0 |
Mold expansion joints and edges, using edging tools, jointers, and straightedge.O*NET Task ID 7050 | 0.0 |
Monitor how the wind, heat, or cold affect the curing of the concrete throughout the entire process.O*NET Task ID 7051 | 0.0 |
Signal truck driver to position truck to facilitate pouring concrete, and move chute to direct concrete on forms.O*NET Task ID 7052 | 0.0 |
Produce rough concrete surface, using broom.O*NET Task ID 7053 | 0.0 |
Operate power vibrator to compact concrete.O*NET Task ID 7054 | 0.0 |
Direct the casting of the concrete and supervise laborers who use shovels or special tools to spread it.O*NET Task ID 7055 | 0.0 |
Mix cement, sand, and water to produce concrete, grout, or slurry, using hoe, trowel, tamper, scraper, or concrete-mixing machine.O*NET Task ID 7056 | 0.0 |
Cut out damaged areas, drill holes for reinforcing rods, and position reinforcing rods to repair concrete, using power saw and drill.O*NET Task ID 7057 | 0.0 |
Wet concrete surface, and rub with stone to smooth surface and obtain specified finish.O*NET Task ID 7058 | 0.0 |
Wet surface to prepare for bonding, fill holes and cracks with grout or slurry, and smooth, using trowel.O*NET Task ID 7059 | 0.0 |
Clean chipped area, using wire brush, and feel and observe surface to determine if it is rough or uneven.O*NET Task ID 7060 | 0.0 |
Apply hardening and sealing compounds to cure surface of concrete, and waterproof or restore surface.O*NET Task ID 7061 | 0.0 |
Chip, scrape, and grind high spots, ridges, and rough projections to finish concrete, using pneumatic chisels, power grinders, or hand tools.O*NET Task ID 7062 | 0.0 |
Spread roofing paper on surface of foundation, and spread concrete onto roofing paper with trowel to form terrazzo base.O*NET Task ID 7063 | 0.0 |
Build wooden molds, and clamp molds around area to be repaired, using hand tools.O*NET Task ID 7064 | 0.0 |
Sprinkle colored marble or stone chips, powdered steel, or coloring powder over surface to produce prescribed finish.O*NET Task ID 7065 | 0.0 |
Cut metal division strips, and press them into terrazzo base so that top edges form desired design or pattern.O*NET Task ID 7066 | 0.0 |
Fabricate concrete beams, columns, and panels.O*NET Task ID 7067 | 0.0 |
Waterproof or restore concrete surfaces, using appropriate compounds.O*NET Task ID 7068 | 0.0 |
Install anchor bolts, steel plates, door sills and other fixtures in freshly poured concrete or pattern or stamp the surface to provide a decorative finish.O*NET Task ID 7069 | 0.0 |
Apply muriatic acid to clean surface, and rinse with water.O*NET Task ID 7070 | 0.0 |
Push roller over surface to embed chips in surface.O*NET Task ID 7071 | 0.0 |
Polish surface, using polishing or surfacing machine.O*NET Task ID 7072 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Eloundou et al. (2023): see full notices on the Credits page