機械工学者
生命・物理・社会科学AI露出度
- データ出典: BLS公表時点: 2026-08
非常に高い· 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
- データ出典: Anthropic公表時点: 2026-03
0.081
0.000ここに掲載された値の範囲0.745尺度・母数・出典
- データ出典: ILO公表時点: 2025
0.32
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64%です。
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
非表示の作業 68 件を表示| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Provide technical direction to other engineers or engineering support personnel.17-2141 | 0.220043.1 | 0.040017.4 |
Provide technical customer service.17-2141 | 0.190037.3 | 0.030013.0 |
Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.17-2141 | 0.03005.9 | 0.100043.5 |
Develop or implement operating methods or procedures.17-2141 | 0.03005.9 | 0.02008.7 |
Prepare or present technical or project status reports.17-2141 | 0.01002.0 | 0.01004.3 |
Recommend design modifications to eliminate machine or system malfunctions.17-2141 | 0.01002.0 | 0.00000.0 |
Write performance requirements for product development or engineering projects.17-2141 | 0.01002.0 | 0.00000.0 |
Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.17-2141 | 0.01002.0 | 0.00000.0 |
Write, review, or maintain engineering documentation.17-2141 | 0.00000.0 | 0.01004.3 |
Coordinate production activities with other functional units, such as procurement, maintenance, or quality control. | —0 | 0.01004.3 |
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 |
|---|---|
Write performance requirements for product development or engineering projects.O*NET Task ID 1429 | 1.0 |
Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.O*NET Task ID 1411 | 0.5 |
Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.O*NET Task ID 1412 | 0.5 |
Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.O*NET Task ID 1413 | 0.5 |
Provide feedback to design engineers on customer problems or needs.O*NET Task ID 1418 | 0.5 |
Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.O*NET Task ID 1420 | 0.5 |
Recommend design modifications to eliminate machine or system malfunctions.O*NET Task ID 1421 | 0.5 |
Develop, coordinate, or monitor all aspects of production, including selection of manufacturing methods, fabrication, or operation of product designs.O*NET Task ID 1423 | 0.5 |
Establish or coordinate the maintenance or safety procedures, service schedule, or supply of materials required to maintain machines or equipment in the prescribed condition.O*NET Task ID 1427 | 0.5 |
Apply engineering principles or practices to emerging fields, such as robotics, waste management, or biomedical engineering.O*NET Task ID 1430 | 0.5 |
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