锅炉制造工
建筑、维护与维修AI暴露度
- 数据来源: BLS发布时间: 2026-08
低· 相对
低四级相对区间很高职业群单位数值
尺度 · 母数 · 来源
四级相对类别（低 / 中等 / 高 / 很高）
以BLS就业预测表中831个细分职业为基数。取值按 NEM（全国就业矩阵）代码给定，因此共用同一 NEM 代码的职业得到相同分档
- 数据来源: Anthropic发布时间: 2026-03
0.000
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.21
0.09此处所载数值的范围0.70职业群单位数值
尺度 · 母数 · 来源
生成式AI暴露度指数，按发布原值0–1
ISCO-08职业小类单位 — 共用同一代码的职业取值相同
本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 82%。
该来源发布的是什么性质的数值
BLS的类别是相对排位而非绝对水平，也不是一手测量：它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测，不是采用概率，也不区分自动化与增强。
Task-level exposure
仅显示有暴露的工作| Task | APIRaw / share % |
|---|---|
Study blueprints to determine locations, relationships, or dimensions of parts.47-2011 | 0.0015100.0 |
| Not observed on any surface — 16 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Examine boilers, pressure vessels, tanks, or vats to locate defects, such as leaks, weak spots, or defective sections, so that they can be repaired. | —0 |
Bolt or arc weld pressure vessel structures and parts together, using wrenches or welding equipment. | —0 |
Inspect assembled vessels or individual components, such as tubes, fittings, valves, controls, or auxiliary mechanisms, to locate any defects. | —0 |
Repair or replace defective pressure vessel parts, such as safety valves or regulators, using torches, jacks, caulking hammers, power saws, threading dies, welding equipment, or metalworking machinery. | —0 |
Attach rigging and signal crane or hoist operators to lift heavy frame and plate sections or other parts into place. | —0 |
Lay out plate, sheet steel, or other heavy metal and locate and mark bending and cutting lines, using protractors, compasses, and drawing instruments or templates. | —0 |
Install manholes, handholes, taps, tubes, valves, gauges, or feedwater connections in drums of water tube boilers, using hand tools. | —0 |
Straighten or reshape bent pressure vessel plates or structure parts, using hammers, jacks, or torches. | —0 |
Shape seams, joints, or irregular edges of pressure vessel sections or structural parts to attain specified fit of parts, using cutting torches, hammers, files, or metalworking machines. | —0 |
Position, align, and secure structural parts or related assemblies to boiler frames, tanks, or vats of pressure vessels, following blueprints. | —0 |
Locate and mark reference points for columns or plates on boiler foundations, following blueprints and using straightedges, squares, transits, or measuring instruments. | —0 |
Shape or fabricate parts, such as stacks, uptakes, or chutes, to adapt pressure vessels, heat exchangers, or piping to premises, using heavy-metalworking machines such as brakes, rolls, or drill presses. | —0 |
Clean pressure vessel equipment, using scrapers, wire brushes, and cleaning solvents. | —0 |
Install refractory bricks or other heat-resistant materials in fireboxes of pressure vessels. | —0 |
Assemble large vessels in an on-site fabrication shop prior to installation to ensure proper fit. | —0 |
Bell, bead with power hammers, or weld pressure vessel tube ends to ensure leakproof joints. | —0 |
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 |
|---|---|
Study blueprints to determine locations, relationships, or dimensions of parts.O*NET Task ID 11446 | 0.5 |
Examine boilers, pressure vessels, tanks, or vats to locate defects, such as leaks, weak spots, or defective sections, so that they can be repaired.O*NET Task ID 11438 | 0.0 |
Bolt or arc weld pressure vessel structures and parts together, using wrenches or welding equipment.O*NET Task ID 11439 | 0.0 |
Inspect assembled vessels or individual components, such as tubes, fittings, valves, controls, or auxiliary mechanisms, to locate any defects.O*NET Task ID 11440 | 0.0 |
Repair or replace defective pressure vessel parts, such as safety valves or regulators, using torches, jacks, caulking hammers, power saws, threading dies, welding equipment, or metalworking machinery.O*NET Task ID 11441 | 0.0 |
Attach rigging and signal crane or hoist operators to lift heavy frame and plate sections or other parts into place.O*NET Task ID 11442 | 0.0 |
Bell, bead with power hammers, or weld pressure vessel tube ends to ensure leakproof joints.O*NET Task ID 11443 | 0.0 |
Lay out plate, sheet steel, or other heavy metal and locate and mark bending and cutting lines, using protractors, compasses, and drawing instruments or templates.O*NET Task ID 11444 | 0.0 |
Install manholes, handholes, taps, tubes, valves, gauges, or feedwater connections in drums of water tube boilers, using hand tools.O*NET Task ID 11445 | 0.0 |
Straighten or reshape bent pressure vessel plates or structure parts, using hammers, jacks, or torches.O*NET Task ID 11447 | 0.0 |
Shape seams, joints, or irregular edges of pressure vessel sections or structural parts to attain specified fit of parts, using cutting torches, hammers, files, or metalworking machines.O*NET Task ID 11448 | 0.0 |
Position, align, and secure structural parts or related assemblies to boiler frames, tanks, or vats of pressure vessels, following blueprints.O*NET Task ID 11449 | 0.0 |
Locate and mark reference points for columns or plates on boiler foundations, following blueprints and using straightedges, squares, transits, or measuring instruments.O*NET Task ID 11450 | 0.0 |
Shape or fabricate parts, such as stacks, uptakes, or chutes, to adapt pressure vessels, heat exchangers, or piping to premises, using heavy-metalworking machines such as brakes, rolls, or drill presses.O*NET Task ID 11451 | 0.0 |
Clean pressure vessel equipment, using scrapers, wire brushes, and cleaning solvents.O*NET Task ID 11452 | 0.0 |
Install refractory bricks or other heat-resistant materials in fireboxes of pressure vessels.O*NET Task ID 11453 | 0.0 |
Assemble large vessels in an on-site fabrication shop prior to installation to ensure proper fit.O*NET Task ID 11454 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page