溶接工

建設・メンテナンス・修理

AI露出度

  • データ出典: BLS公表時点: 2026-08

    低い· 相対

    低い4段階の相対区分非常に高い

    職業群単位の値

    尺度・母数・出典

    4段階の相対区分(低い / 中程度 / 高い / 非常に高い)

    BLS雇用見通し表の詳細職業831件が母数。値は NEM(全国雇用マトリクス)コード単位で付与されるため、同じ NEM コードの職業は同じバンドになります

    出典データセット(XLSX ファイルのダウンロード)

  • データ出典: Anthropic公表時点: 2026-03

    0.000

    0.000ここに掲載された値の範囲0.745
    尺度・母数・出典

    観測エクスポージャー指数、公開されたまま0–1

    O*NETタスクへの対応づけが基準

    出典データセット

  • データ出典: ILO公表時点: 2025

    0.13

    0.09ここに掲載された値の範囲0.70

    職業群単位の値

    尺度・母数・出典

    生成AI露出度指数、公開されたまま0–1

    ISCO-08の職業小分類単位 — 同じコードの職業はすべて同じ値

    当サイトの算出であり、ILOが公表した数値ではありません。当サイトがILOデータセットに結び付けた職業1,012件のうち、この値以上のものは97%です。

    出典データセット

この出典がどのような性格の値か

BLSの区分は絶対水準ではなく相対順位であり、一次測定でもありません。複数の既存研究が付けた職業別パーセンタイル順位を4段階にまとめた値です。雇用や賃金の予測でもなく、導入確率でもなく、自動化と増強を区別しません。

Task-level exposure

露出のある作業のみ

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.

TaskβE1 + 0.5 × E2
Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.

O*NET Task ID 23590

1.0
Develop templates and models for welding projects, using mathematical calculations based on blueprint information.

O*NET Task ID 23597

1.0
Analyze engineering drawings, blueprints, specifications, sketches, work orders, and material safety data sheets to plan layout, assembly, and operations.

O*NET Task ID 23611

0.5
Weld components in flat, vertical, or overhead positions.

O*NET Task ID 23582

0.0
Operate safety equipment and use safe work habits.

O*NET Task ID 23583

0.0
Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications.

O*NET Task ID 23584

0.0
Recognize, set up, and operate hand and power tools common to the welding trade, such as shielded metal arc and gas metal arc welding equipment.

O*NET Task ID 23585

0.0
Weld separately or in combination, using aluminum, stainless steel, cast iron, and other alloys.

O*NET Task ID 23586

0.0
Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.

O*NET Task ID 23587

0.0
Ignite torches or start power supplies and strike arcs by touching electrodes to metals being welded, completing electrical circuits.

O*NET Task ID 23588

0.0
Connect and turn regulator valves to activate and adjust gas flow and pressure so that desired flames are obtained.

O*NET Task ID 23589

0.0
Monitor the fitting, burning, and welding processes to avoid overheating of parts or warping, shrinking, distortion, or expansion of material.

O*NET Task ID 23591

0.0
Mark or tag material with proper job number, piece marks, and other identifying marks as required.

O*NET Task ID 23592

0.0
Chip or grind off excess weld, slag, or spatter, using hand scrapers or power chippers, portable grinders, or arc-cutting equipment.

O*NET Task ID 23593

0.0
Prepare all material surfaces to be welded, ensuring that there is no loose or thick scale, slag, rust, moisture, grease, or other foreign matter.

O*NET Task ID 23594

0.0
Preheat workpieces prior to welding or bending, using torches or heating furnaces.

O*NET Task ID 23595

0.0
Align and clamp workpieces together, using rules, squares, or hand tools, or position items in fixtures, jigs, or vises.

O*NET Task ID 23596

0.0
Guide and direct flames or electrodes on or across workpieces to straighten, bend, melt, or build up metal.

O*NET Task ID 23598

0.0
Position and secure workpieces, using hoists, cranes, wire, and banding machines or hand tools.

O*NET Task ID 23599

0.0
Detect faulty operation of equipment or defective materials and notify supervisors.

O*NET Task ID 23600

0.0
Clean or degrease parts, using wire brushes, portable grinders, or chemical baths.

O*NET Task ID 23601

0.0
Melt and apply solder along adjoining edges of workpieces to solder joints, using soldering irons, gas torches, or electric-ultrasonic equipment.

O*NET Task ID 23602

0.0
Grind, cut, buff, or bend edges of workpieces to be joined to ensure snug fit, using power grinders and hand tools.

O*NET Task ID 23603

0.0
Repair products by dismantling, straightening, reshaping, and reassembling parts, using cutting torches, straightening presses, and hand tools.

O*NET Task ID 23604

0.0
Check grooves, angles, or gap allowances, using micrometers, calipers, and precision measuring instruments.

O*NET Task ID 23605

0.0
Operate metal shaping, straightening, and bending machines, such as brakes and shears.

O*NET Task ID 23606

0.0
Set up and use ladders and scaffolding as necessary to complete work.

O*NET Task ID 23607

0.0
Hammer out bulges or bends in metal workpieces.

O*NET Task ID 23608

0.0
Melt and apply solder to fill holes, indentations, or seams of fabricated metal products, using soldering equipment.

O*NET Task ID 23609

0.0
Use fire suppression methods in industrial emergencies.

O*NET Task ID 23610

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

職業情報