The Task Exposure Indexv2026.Q3
List

AI proof jobs paying $40,000 to $60,000

Median annual pay from $40,000 up to $60,000, outside the exposed band, ranked from the lowest exposed share upward. Release v2026.Q3, capability reference date 2026-09-15, built on O*NET 31.0.

The middle of the pay scale is where most people actually work, and where the choice between two similar jobs can turn on how much of each a machine can do.

#OccupationExposedAssistedMedian payRank of 923Band
1Stonemasons0.0%0.0%$57,390922untouched
2Plasterers and Stucco Masons0.0%0.0%$57,660921untouched
3Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons0.0%0.0%$40,470920untouched
4Slaughterers and Meat Packers0.0%0.0%$40,130918untouched
5Roustabouts, Oil and Gas0.5%0.7%$46,960917untouched
6Cement Masons and Concrete Finishers0.8%1.9%$57,020915untouched
7Tire Builders1.0%0.5%$57,390913untouched
8Foundry Mold and Coremakers1.1%0.5%$48,110912untouched
9Highway Maintenance Workers1.2%2.0%$50,260911untouched
10Floor Sanders and Finishers1.2%2.5%$50,440910untouched
11Helpers--Roofers1.3%1.9%$44,160909untouched
12Paving, Surfacing, and Tamping Equipment Operators1.4%2.7%$53,340908untouched
13Floor Layers, Except Carpet, Wood, and Hard Tiles1.5%2.0%$56,460907untouched
14Rock Splitters, Quarry1.6%1.4%$48,740906untouched
15Roofers1.7%1.2%$55,440905untouched
16Helpers--Electricians2.2%1.9%$42,670903untouched
17Drywall and Ceiling Tile Installers2.2%2.4%$58,930902untouched
18Helpers--Carpenters2.5%1.4%$43,780901untouched
19Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters2.6%1.4%$42,360899untouched
20Endoscopy Technicians3.0%5.4%$48,430896untouched
21Insulation Workers, Floor, Ceiling, and Wall3.0%2.3%$49,120895untouched
22Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters3.3%2.2%$47,550893untouched
23Pipelayers3.6%4.1%$49,000891untouched
24Musical Instrument Repairers and Tuners3.8%3.0%$46,420890untouched
25Reinforcing Iron and Rebar Workers4.0%2.7%$58,970889untouched
26Industrial Truck and Tractor Operators4.1%3.1%$46,420888untouched
27Hazardous Materials Removal Workers4.2%3.9%$49,450885untouched
28Fiberglass Laminators and Fabricators4.6%2.6%$46,880883untouched
29Automotive Glass Installers and Repairers4.7%2.3%$47,630880untouched
30Fence Erectors4.8%4.3%$47,980876untouched
31Glaziers5.0%3.7%$57,080875untouched
32Motorcycle Mechanics5.0%4.1%$48,580874untouched
33Construction Laborers5.1%3.4%$47,120871untouched
34Embalmers5.3%4.2%$58,780870untouched
35Locksmiths and Safe Repairers5.4%2.0%$51,320868untouched
36Derrick Operators, Oil and Gas5.9%6.8%$58,620867untouched
37Helpers--Extraction Workers6.0%7.8%$47,730865untouched
38Manufactured Building and Mobile Home Installers6.0%3.4%$45,990864untouched
39Engine and Other Machine Assemblers6.0%3.8%$53,710863untouched
40Tile and Stone Setters6.6%4.7%$55,690857untouched

How to read this

Exposed is the share of an occupation’s weighted task load that a generally available AI system can produce today with little structural friction. Assisted is work it can produce but cannot finish alone, because somebody has to be present, accountable, or because checking the output costs as much as doing the work. Untouched is work it cannot produce at all.

Every figure here is computed from task level ratings, and every occupation links to the page that shows its own tasks. If a rating looks wrong, the task is the level to argue at: how this is measured.

Questions about this list

What tops the list?

Stonemasons, with 0.0% of its weighted task load exposed to current AI systems, 0.0% assisted and 100.0% untouched. Release v2026.Q3.

How is this list decided?

Median annual pay from $40,000 up to $60,000, outside the exposed band, ranked from the lowest exposed share upward. Scores come from rating every standardised work activity in each occupation against a published rubric, not from rating the occupation as a whole.

Does a high score mean the job disappears?

No. Exposure is not displacement. This measures what current systems can produce and what structurally stands in the way, not what an employer will do about it.

Other cuts of the same data

Exposure is not displacement. This index measures what current systems can produce and what stands in the way. It does not forecast job losses, and it models no adoption, employment or wage effect.