コンピュータハードウェアエンジニア

コンピュータ・数学

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

    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

    0.145

    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

    0.42

    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33%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
TaskClaude.aiRaw / share %APIRaw / share %
Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

17-2061

0.215147.50.500684.2
Analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.

17-2061

0.194943.00.084814.3
Write detailed functional specifications that document the hardware development process and support hardware introduction.

17-2061

0.01202.60.00430.7
Evaluate factors such as reporting formats required, cost constraints, and need for security restrictions to determine hardware configuration.

17-2061

0.00881.9—0
Analyze user needs and recommend appropriate hardware.

17-2061

0.00841.90.00230.4
Confer with engineering staff and consult specifications to evaluate interface between hardware and software and operational and performance requirements of overall system.

17-2061

0.00761.70.00230.4
Design and develop computer hardware and support peripherals, including central processing units (CPUs), support logic, microprocessors, custom integrated circuits, and printers and disk drives.

17-2061

0.00300.7—0
Provide technical support to designers, marketing and sales departments, suppliers, engineers and other team members throughout the product development and implementation process.

17-2061

0.00180.4—0
Provide training and support to system designers and users.

17-2061

0.00150.3—0
Not observed on any surface — 9 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.
Update knowledge and skills to keep up with rapid advancements in computer technology.
—0—0
Test and verify hardware and support peripherals to ensure that they meet specifications and requirements, by recording and analyzing test data.
—0—0
Monitor functioning of equipment and make necessary modifications to ensure system operates in conformance with specifications.
—0—0
Build, test, and modify product prototypes using working models or theoretical models constructed with computer simulation.
—0—0
Direct technicians, engineering designers or other technical support personnel as needed.
—0—0
Select hardware and material, assuring compliance with specifications and product requirements.
—0—0
Specify power supply requirements and configuration, drawing on system performance expectations and design specifications.
—0—0
Assemble and modify existing pieces of equipment to meet special needs.
—0—0
Recommend purchase of equipment to control dust, temperature, and humidity in area of system installation.
—0—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

職業情報