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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

    中程度· 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

    0.026

    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

    0.28

    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73%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
Record and compile operational data by completing and maintaining forms, logs, or reports.

O*NET Task ID 12324

1.0
Receive outage calls and request necessary personnel during power outages or emergencies.

O*NET Task ID 12330

1.0
Prepare and submit compliance, operational, and safety forms or reports.

O*NET Task ID 23616

1.0
Monitor power plant equipment and indicators to detect evidence of operating problems.

O*NET Task ID 12314

0.5
Regulate equipment operations and conditions, such as water levels, based on instrument data or from computers.

O*NET Task ID 12317

0.5
Take regulatory action, based on readings from charts, meters and gauges, at established intervals.

O*NET Task ID 12318

0.5
Inspect records or log book entries or communicate with plant personnel to assess equipment operating status.

O*NET Task ID 12320

0.5
Communicate with systems operators to regulate and coordinate line voltages and transmission loads and frequencies.

O*NET Task ID 12323

0.5
Analyze the layout, instrumentation, or function of electrical generation or transmission facilities.

O*NET Task ID 23612

0.5
Diagnose or troubleshoot problems with gas collection systems.

O*NET Task ID 23613

0.5
Adjust controls to generate specified electrical power or to regulate the flow of power between generating stations and substations.

O*NET Task ID 12315

0.0
Control power generating equipment, including boilers, turbines, generators, or reactors, using control boards or semi-automatic equipment.

O*NET Task ID 12316

0.0
Start or stop generators, auxiliary pumping equipment, turbines, or other power plant equipment as necessary.

O*NET Task ID 12319

0.0
Control or maintain auxiliary equipment, such as pumps, fans, compressors, condensers, feedwater heaters, filters, or chlorinators, to supply water, fuel, lubricants, air, or auxiliary power.

O*NET Task ID 12321

0.0
Clean, lubricate, or maintain equipment, such as generators, turbines, pumps, or compressors, to prevent failure or deterioration.

O*NET Task ID 12322

0.0
Open and close valves and switches in sequence to start or shut down auxiliary units.

O*NET Task ID 12325

0.0
Collect oil, water, or electrolyte samples for laboratory analysis.

O*NET Task ID 12326

0.0
Make adjustments or minor repairs, such as tightening leaking gland or pipe joints.

O*NET Task ID 12327

0.0
Control generator output to match the phase, frequency, or voltage of electricity supplied to panels.

O*NET Task ID 12328

0.0
Place standby emergency electrical generators on line in emergencies and monitor the temperature, output, and lubrication of the system.

O*NET Task ID 12329

0.0
Examine and test electrical power distribution machinery and equipment, using testing devices.

O*NET Task ID 12331

0.0
Operate or maintain distributed power generation equipment, including fuel cells or microturbines, to produce energy on-site for manufacturing or other commercial purposes.

O*NET Task ID 19914

0.0
Operate, control, or monitor equipment, such as acid or gas carbon dioxide removal units, carbon dioxide compressors, or pipelines, to capture, store, or transport carbon dioxide exhaust.

O*NET Task ID 19915

0.0
Operate, control, or monitor gasifiers or related equipment, such as coolers, water quenches, water gas shifts reactors, or sulfur recovery units, to produce syngas or electricity from coal.

O*NET Task ID 19916

0.0
Operate, control, or monitor integrated gasification combined cycle (IGCC) or related equipment, such as air separation units, to generate electricity from coal.

O*NET Task ID 19917

0.0
Monitor well fields periodically to ensure proper functioning and performance.

O*NET Task ID 23614

0.0
Operate landfill gas, methane, or natural gas fueled electrical generation systems.

O*NET Task ID 23615

0.0
Repair or replace gas piping.

O*NET Task ID 23617

0.0
Trace electrical circuitry to ensure compliance of electrical systems with applicable codes or laws.

O*NET Task ID 23618

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