Microsystems Engineers
Architecture and Engineering Occupations- O*NET-SOC コード
- 17-2199.06
Research, design, develop, or test microelectromechanical systems (MEMS) devices.
- 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
0.066
0.000ここに掲載された値の範囲0.745職業群単位の値
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
SOC 2018の職業単位で公表された値で、同じSOC 2018コードを持つO*NET職業はすべてこの値になります
- データ出典: ILO公表時点: 2025
0.30
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の細分類（4桁）単位で公表された値です。米国労働統計局（BLS）の公式対応表（ISCO-08→2010 SOC、2010 SOC→2018 SOC）を公表どおり適用してこの職業に結び付けており、対応は全部または一部です
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
露出のある作業のみ評価済みタスク 31 件 · β ≥ 0.5 のタスク 23 件（74.2%）
β = 直接的な露出（E1）+ 0.5 × ツール利用時の露出（E2）。原典リポジトリの定義に従います。
- 原典の単位：O*NET 27.2 のタスク → O*NET 31.0 の職業コード
- 評価済みタスクはすべて O*NET 31.0 のタスク一覧にあります。
- 出典
- OpenAI "GPTs are GPTs" exposure rubric
- 版
- gh-main-0471612
- ライセンス
- MIT License, Copyright (c) 2024 OpenAI
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (MEMS) device designs, using simulation or modeling software.17-2199.06 | 0.009325.1 | 0.002224.1 |
Develop or validate specialized materials characterization procedures, such as thermal withstand, fatigue, notch sensitivity, abrasion, or hardness tests.17-2199.06 | 0.008823.8 | 0.002932.2 |
Conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (MEMS) technology.17-2199.06 | 0.008222.2 | 0.001517.2 |
Develop customer documentation, such as performance specifications, training manuals, or operating instructions.17-2199.06 | 0.00318.4 | 0.002426.4 |
Create schematics and physical layouts of integrated microelectromechanical systems (MEMS) components or packaged assemblies consistent with process, functional, or package constraints.17-2199.06 | 0.00246.5 | —0 |
Propose product designs involving microelectromechanical systems (MEMS) technology, considering market data or customer requirements.17-2199.06 | 0.00195.1 | —0 |
Develop formal documentation for microelectromechanical systems (MEMS) devices, including quality assurance guidance, quality control protocols, process control checklists, data collection, or reporting.17-2199.06 | 0.00184.9 | —0 |
Design or develop energy products using nanomaterials or nanoprocesses, such as micro-nano machining.17-2199.06 | 0.00154.1 | —0 |
| Not observed on any surface — 23 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. | ||
Manage new product introduction projects to ensure effective deployment of microelectromechanical systems (MEMS) devices or applications. | —0 | —0 |
Plan or schedule engineering research or development projects involving microelectromechanical systems (MEMS) technology. | —0 | —0 |
Develop or implement microelectromechanical systems (MEMS) processing tools, fixtures, gages, dies, molds, or trays. | —0 | —0 |
Identify, procure, or develop test equipment, instrumentation, or facilities for characterization of microelectromechanical systems (MEMS) applications. | —0 | —0 |
Develop or file intellectual property and patent disclosure or application documents related to microelectromechanical systems (MEMS) devices, products, or systems. | —0 | —0 |
Communicate operating characteristics or performance experience to other engineers or designers for training or new product development purposes. | —0 | —0 |
Demonstrate miniaturized systems that contain components such as microsensors, microactuators, or integrated electronic circuits fabricated on silicon or silicon carbide wafers. | —0 | —0 |
Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements. | —0 | —0 |
Conduct acceptance tests, vendor-qualification protocols, surveys, audits, corrective-action reviews, or performance monitoring of incoming materials or components to ensure conformance to specifications. | —0 | —0 |
Refine final microelectromechanical systems (MEMS) design to optimize design for target dimensions, physical tolerances, or processing constraints. | —0 | —0 |
Oversee operation of microelectromechanical systems (MEMS) fabrication or assembly equipment, such as handling, singulation, assembly, wire-bonding, soldering, or package sealing. | —0 | —0 |
Evaluate materials, fabrication methods, joining methods, surface treatments, or packaging to ensure acceptable processing, performance, cost, sustainability, or availability. | —0 | —0 |
Devise microelectromechanical systems (MEMS) production methods, such as integrated circuit fabrication, lithographic electroform modeling, or micromachining. | —0 | —0 |
Develop or validate product-specific test protocols, acceptance thresholds, or inspection tools for quality control testing or performance measurement. | —0 | —0 |
Conduct or oversee the conduct of prototype development or microfabrication activities to ensure compliance to specifications and promote effective production processes. | —0 | —0 |
Conduct analyses addressing issues such as failure, reliability, or yield improvement. | —0 | —0 |
Validate fabrication processes for microelectromechanical systems (MEMS), using statistical process control implementation, virtual process simulations, data mining, or life testing. | —0 | —0 |
Conduct harsh environmental testing, accelerated aging, device characterization, or field trials to validate devices, using inspection tools, testing protocols, peripheral instrumentation, or modeling and simulation software. | —0 | —0 |
Consider environmental issues when proposing product designs involving microelectromechanical systems (MEMS) technology. | —0 | —0 |
Design or develop industrial air quality microsystems, such as carbon dioxide fixing devices. | —0 | —0 |
Design or develop sensors to reduce the energy or resource requirements to operate appliances, such as washing machines or dishwashing machines. | —0 | —0 |
Design sensors or switches that require little or no power to operate for environmental monitoring or industrial metering applications. | —0 | —0 |
Research or develop emerging microelectromechanical (MEMS) systems to convert nontraditional energy sources into power, such as ambient energy harvesters that convert environmental vibrations into usable energy. | —0 | —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 (O*NET 27.2) | βE1 + 0.5 × E2 |
|---|---|
Develop customer documentation, such as performance specifications, training manuals, or operating instructions.O*NET Task ID 16488 | 1.0 |
Communicate operating characteristics or performance experience to other engineers or designers for training or new product development purposes.O*NET Task ID 16490 | 1.0 |
Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.O*NET Task ID 16492 | 1.0 |
Design or develop industrial air quality microsystems, such as carbon dioxide fixing devices.O*NET Task ID 19658 | 1.0 |
Design or develop sensors to reduce the energy or resource requirements to operate appliances, such as washing machines or dishwashing machines.O*NET Task ID 19659 | 1.0 |
Design sensors or switches that require little or no power to operate for environmental monitoring or industrial metering applications.O*NET Task ID 19660 | 1.0 |
Research or develop emerging microelectromechanical (MEMS) systems to convert nontraditional energy sources into power, such as ambient energy harvesters that convert environmental vibrations into usable energy.O*NET Task ID 19661 | 1.0 |
Manage new product introduction projects to ensure effective deployment of microelectromechanical systems (MEMS) devices or applications.O*NET Task ID 16484 | 0.5 |
Plan or schedule engineering research or development projects involving microelectromechanical systems (MEMS) technology.O*NET Task ID 16485 | 0.5 |
Develop or file intellectual property and patent disclosure or application documents related to microelectromechanical systems (MEMS) devices, products, or systems.O*NET Task ID 16489 | 0.5 |
Conduct acceptance tests, vendor-qualification protocols, surveys, audits, corrective-action reviews, or performance monitoring of incoming materials or components to ensure conformance to specifications.O*NET Task ID 16493 | 0.5 |
Refine final microelectromechanical systems (MEMS) design to optimize design for target dimensions, physical tolerances, or processing constraints.O*NET Task ID 16494 | 0.5 |
Propose product designs involving microelectromechanical systems (MEMS) technology, considering market data or customer requirements.O*NET Task ID 16495 | 0.5 |
Investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (MEMS) device designs, using simulation or modeling software.O*NET Task ID 16497 | 0.5 |
Evaluate materials, fabrication methods, joining methods, surface treatments, or packaging to ensure acceptable processing, performance, cost, sustainability, or availability.O*NET Task ID 16498 | 0.5 |
Develop or validate product-specific test protocols, acceptance thresholds, or inspection tools for quality control testing or performance measurement.O*NET Task ID 16501 | 0.5 |
Develop formal documentation for microelectromechanical systems (MEMS) devices, including quality assurance guidance, quality control protocols, process control checklists, data collection, or reporting.O*NET Task ID 16502 | 0.5 |
Create schematics and physical layouts of integrated microelectromechanical systems (MEMS) components or packaged assemblies consistent with process, functional, or package constraints.O*NET Task ID 16503 | 0.5 |
Conduct or oversee the conduct of prototype development or microfabrication activities to ensure compliance to specifications and promote effective production processes.O*NET Task ID 16504 | 0.5 |
Conduct analyses addressing issues such as failure, reliability, or yield improvement.O*NET Task ID 16505 | 0.5 |
Conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (MEMS) technology.O*NET Task ID 16506 | 0.5 |
Validate fabrication processes for microelectromechanical systems (MEMS), using statistical process control implementation, virtual process simulations, data mining, or life testing.O*NET Task ID 16507 | 0.5 |
Consider environmental issues when proposing product designs involving microelectromechanical systems (MEMS) technology.O*NET Task ID 19656 | 0.5 |
Develop or implement microelectromechanical systems (MEMS) processing tools, fixtures, gages, dies, molds, or trays.O*NET Task ID 16486 | 0.0 |
Identify, procure, or develop test equipment, instrumentation, or facilities for characterization of microelectromechanical systems (MEMS) applications.O*NET Task ID 16487 | 0.0 |
Demonstrate miniaturized systems that contain components, such as microsensors, microactuators, or integrated electronic circuits, fabricated on silicon or silicon carbide wafers.O*NET Task ID 16491 | 0.0 |
Oversee operation of microelectromechanical systems (MEMS) fabrication or assembly equipment, such as handling, singulation, assembly, wire-bonding, soldering, or package sealing.O*NET Task ID 16496 | 0.0 |
Devise microelectromechanical systems (MEMS) production methods, such as integrated circuit fabrication, lithographic electroform modeling, or micromachining.O*NET Task ID 16499 | 0.0 |
Develop or validate specialized materials characterization procedures, such as thermal withstand, fatigue, notch sensitivity, abrasion, or hardness tests.O*NET Task ID 16500 | 0.0 |
Conduct harsh environmental testing, accelerated aging, device characterization, or field trials to validate devices, using inspection tools, testing protocols, peripheral instrumentation, or modeling and simulation software.O*NET Task ID 16508 | 0.0 |
Design or develop energy products using nanomaterials or nanoprocesses, such as micro-nano machining.O*NET Task ID 19657 | 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
O*NET 31.0 のタスク全件（31件）
この職業の O*NET 31.0 のタスク全件（英語原文、種別はコア・補足）。露出値はこの一覧には載せず、上の表で各出典が用いた O*NET 版の文言の横にあります。
| タスク（O*NET 31.0） | 種類 |
|---|---|
| Plan or schedule engineering research or development projects involving microelectromechanical systems (MEMS) technology. | コア |
| Communicate operating characteristics or performance experience to other engineers or designers for training or new product development purposes. | コア |
| Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements. | コア |
| Propose product designs involving microelectromechanical systems (MEMS) technology, considering market data or customer requirements. | コア |
| Investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (MEMS) device designs, using simulation or modeling software. | コア |
| Develop formal documentation for microelectromechanical systems (MEMS) devices, including quality assurance guidance, quality control protocols, process control checklists, data collection, or reporting. | コア |
| Create schematics and physical layouts of integrated microelectromechanical systems (MEMS) components or packaged assemblies consistent with process, functional, or package constraints. | コア |
| Conduct analyses addressing issues such as failure, reliability, or yield improvement. | コア |
| Manage new product introduction projects to ensure effective deployment of microelectromechanical systems (MEMS) devices or applications. | 補足 |
| Develop or implement microelectromechanical systems (MEMS) processing tools, fixtures, gages, dies, molds, or trays. | 補足 |
| Identify, procure, or develop test equipment, instrumentation, or facilities for characterization of microelectromechanical systems (MEMS) applications. | 補足 |
| Develop customer documentation, such as performance specifications, training manuals, or operating instructions. | 補足 |
| Develop or file intellectual property and patent disclosure or application documents related to microelectromechanical systems (MEMS) devices, products, or systems. | 補足 |
| Demonstrate miniaturized systems that contain components, such as microsensors, microactuators, or integrated electronic circuits, fabricated on silicon or silicon carbide wafers. | 補足 |
| Conduct acceptance tests, vendor-qualification protocols, surveys, audits, corrective-action reviews, or performance monitoring of incoming materials or components to ensure conformance to specifications. | 補足 |
| Refine final microelectromechanical systems (MEMS) design to optimize design for target dimensions, physical tolerances, or processing constraints. | 補足 |
| Oversee operation of microelectromechanical systems (MEMS) fabrication or assembly equipment, such as handling, singulation, assembly, wire-bonding, soldering, or package sealing. | 補足 |
| Evaluate materials, fabrication methods, joining methods, surface treatments, or packaging to ensure acceptable processing, performance, cost, sustainability, or availability. | 補足 |
| Devise microelectromechanical systems (MEMS) production methods, such as integrated circuit fabrication, lithographic electroform modeling, or micromachining. | 補足 |
| Develop or validate specialized materials characterization procedures, such as thermal withstand, fatigue, notch sensitivity, abrasion, or hardness tests. | 補足 |
| Develop or validate product-specific test protocols, acceptance thresholds, or inspection tools for quality control testing or performance measurement. | 補足 |
| Conduct or oversee the conduct of prototype development or microfabrication activities to ensure compliance to specifications and promote effective production processes. | 補足 |
| Conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (MEMS) technology. | 補足 |
| Validate fabrication processes for microelectromechanical systems (MEMS), using statistical process control implementation, virtual process simulations, data mining, or life testing. | 補足 |
| Conduct harsh environmental testing, accelerated aging, device characterization, or field trials to validate devices, using inspection tools, testing protocols, peripheral instrumentation, or modeling and simulation software. | 補足 |
| Consider environmental issues when proposing product designs involving microelectromechanical systems (MEMS) technology. | — |
| Design or develop energy products using nanomaterials or nanoprocesses, such as micro-nano machining. | — |
| Design or develop industrial air quality microsystems, such as carbon dioxide fixing devices. | — |
| Design or develop sensors to reduce the energy or resource requirements to operate appliances, such as washing machines or dishwashing machines. | — |
| Design sensors or switches that require little or no power to operate for environmental monitoring or industrial metering applications. | — |
| Research or develop emerging microelectromechanical (MEMS) systems to convert nontraditional energy sources into power, such as ambient energy harvesters that convert environmental vibrations into usable energy. | — |
0.15/ 3· ロボット露出指数
尺度・母数・出典
身体的なタスクそれぞれに、実際に導入・販売・実演されたロボットがこなせる環境に応じて 0–3 の等級を付け（0 不可 · 1 フェンスで囲われた機械セルや瓶詰めラインのようなロボット専用設備 · 2 病院の薬剤部やコンテナ港のような管理された施設 · 3 一般家庭や建設現場のような非定型の環境）、勤務時間に占める割合で平均した値
この職業の O*NET 29.3 タスクのうち身体的なタスクが対象
等級と時間の割合は Anthropic が Claude Opus 5（ウェブ検索）で推定しました（2026年時点）。
ロボット露出指数は、このサイトの AI 露出度とは別の指標であり、足し合わせたり比べたりすることはできません。実際の導入やコスト競争力を示すものではなく、0 には身体的なタスクのない職業も含まれます。
身体的なタスクごとの等級
ロボット環境等級（E0–E3）
E0 ロボット不可詳細
実際に導入・販売・実演されたロボットでは、ロボット専用設備でもこなせないと評価
E1 ロボット専用設備詳細
フェンスで囲われた機械セルや瓶詰めラインのように、機械を中心に作られた設備でこなせると評価
E2 管理された施設詳細
病院の薬剤部やコンテナ港のように、機関が作業基準を保っている人の作業施設でこなせると評価
E3 非定型の環境詳細
一般家庭や建設現場のように、作業基準を保つ機関がない環境でこなせると評価
身体的なタスクに分類されたタスクのみを掲載しています。その他のタスクには出典で等級がないため載せていません。
| タスク（O*NET 29.3） | ロボット環境等級 |
|---|---|
| Demonstrate miniaturized systems that contain components, such as microsensors, microactuators, or integrated electronic circuits, fabricated on silicon or silicon carbide wafers. | E0 ロボット不可 |
| Conduct or oversee the conduct of prototype development or microfabrication activities to ensure compliance to specifications and promote effective production processes. | E1 ロボット専用設備 |
| Conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (MEMS) technology. | E1 ロボット専用設備 |
| Conduct harsh environmental testing, accelerated aging, device characterization, or field trials to validate devices, using inspection tools, testing protocols, peripheral instrumentation, or modeling and simulation software. | E1 ロボット専用設備 |
| Design or develop energy products using nanomaterials or nanoprocesses, such as micro-nano machining. | E0 ロボット不可 |
| Research or develop emerging microelectromechanical (MEMS) systems to convert nontraditional energy sources into power, such as ambient energy harvesters that convert environmental vibrations into usable energy. | E1 ロボット専用設備 |
職業情報
雇用見通し（BLS）
この O*NET 職業だけの値ではなく、SOC 17-2199 グループ（Engineers, all other）全体の値です。
- 雇用者数、2025
- 167K
- 雇用者数見通し、2035
- 173K
- 変化率 (2025–35)
- +3.7%
- 年間賃金の中央値、2025
- $122,930
- 入職時に通常必要な学歴
- Bachelor's degree
韓国職業分類との対応（KSCO）
AI Changing Work が作成した Korea Occupation Direct Crosswalk v1.1 現行版の対応です。関係の値は O*NET-SOC 職業の側から読みます。
| KSCO コード | KSCO 名称 | 関係 | 状態 |
|---|---|---|---|
| 23439 | 그 외 전자공학 기술자 및 연구원 | 関連（対応ではない） | 確定 |
関係と状態の定義(kr-direct v1.1)
ILO（国際労働機関）の職業説明
以下のISCO-08職業群は、AI Changing Workが米国労働統計局（BLS）の発行するクロスウォーク（2018 SOC→2010 SOC、2010 SOC→ISCO-08）を個別の選択なしにそのまま適用して、この職業に結び付けたものです。結び付きは全体的な対応の場合も部分的な対応の場合もあります。
- ISCO-08 2149Engineering Professionals Not Elsewhere Classified
他に分類されない工学分野の専門職
出典: 総務省「国際標準職業分類（ISCO）2008年改定版（仮訳）分類項目名一覧（和英対照）」— 原著：ILO ISCO-08 © International Labour Organization（日本語訳は総務省がILOの許可を得て作成）
以下の定義・作業・職業例は、この職業ではなく、当該ISCO-08職業群についてのILOによる説明です。
This unit group covers engineering professionals not classified elsewhere in Minor Group 214: Engineering Professionals (excluding Electrotechnology) or in Minor Group 215: Electrotechnology Engineers. For instance, the group includes those who conduct research and advise on or develop engineering procedures and solutions concerning workplace safety, biomedical engineering, optics, materials, nuclear power generation and explosives.
作業
- In such cases tasks would include -
- (a) applying knowledge of engineering to the design, development and evaluation of biological and health systems and products such as artificial organs, prostheses and instrumentation;
- (b) designing devices used in various medical procedures and imaging systems such as magnetic resonance imaging, and devices for automating insulin injections or controlling body functions;
- (c) designing components of optical instruments such as lenses, microscopes, telescopes, lasers, optical disc systems and other equipment that utilize the properties of light;
- (d) designing, testing, and coordinating the development of explosive ordnance material to meet military procurement specifications;
- (e) designing and overseeing construction and operation of nuclear reactors and power plants and nuclear fuels reprocessing and reclamation systems;
- (f) designing and developing nuclear equipment such as reactor cores, radiation shielding and associated instrumentation and control mechanisms;
- (g) assessing damage and providing calculations for marine salvage operations;
- (h) studying and advising on engineering aspects of particular manufacturing processes, such as those related to glass, ceramics, textiles, leather products, wood and printing;
- (i) identifying potential hazards and introducing safety procedures and devices.
職業例
Biomedical engineer · Explosive ordnance engineer · Marine salvage engineer · Materials engineer · Nuclear power generation engineer · Optical engineer · Quantity surveyor · Safety engineer
Sources: ILO ISCO-08 — details: Credits
ESCO 職業語彙
以下の各項目は、公開されているESCO-O*NET Crosswalk（バージョン1、2022年）で、この職業と一つずつ対応付けられたものです。対応の種類はそのクロスウォークによるもので、表現はAI Changing Workによるものです。
- microsystem engineerESCO 2152.1.7範囲が同じ
Microsystem engineers research, design, develop, and supervise the production of microelectromechanical systems (MEMS), which can be integrated in mechanical, optical, acoustic, and electronic products.
出典: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ライセンス: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
フランス職業分類との対応（ROME）
この職業と ROME 4.0 の職業票（fiche）との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。「暫定」と表示した対応は、同じモデル系列（Claude）の二人の判定者による判定のみ、またはその判定に運営者の規則を適用して採用したものであり、確定した対応より根拠が弱くなります。
| ROME コード | ROME 名称（フランス語） | 関係 |
|---|---|---|
| H1206 | Ingénieur / Ingénieure R&D en industrie | この職業のほうが狭い暫定 |
| K2402 | Ingénieur / Ingénieure de recherche scientifique | 関連（対応ではない）暫定 |
Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.
ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.
(AI Changing Work link release: fr-direct v1)
スペイン職業分類との対応（CNO-11）
この職業と CNO-11 の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| CNO-11 コード | CNO-11 名称（スペイン語） | 関係 |
|---|---|---|
| 2442 | Ingenieros electrónicos | この職業のほうが狭い |
| 2439 | Ingenieros no clasificados bajo otros epígrafes | 関連（対応ではない） |
| 2472 | Ingenieros técnicos en electrónica | 関連（対応ではない） |
Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.
(AI Changing Work link release: es-direct v1)
ドイツ職業分類との対応（KldB）
この職業と KldB の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| KldB コード | KldB 名称（ドイツ語） | 関係 |
|---|---|---|
| 26324 | Berufe in der Mikrosystemtechnik - hoch komplexe Tätigkeiten | この職業のほうが狭い暫定 |
Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.
(AI Changing Work link release: de-direct v1)
日本職業分類との対応（JSCO）
この職業と JSCO の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| JSCO コード | JSCO 名称（日本語） | 関係 |
|---|---|---|
| 072 | 電気・電子・電気通信技術者（通信ネットワーク技術者を除く）（開発） | この職業のほうが狭い |
| 082 | 電気・電子・電気通信技術者（通信ネットワーク技術者を除く）（開発を除く） | 関連（対応ではない） |
Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.
(AI Changing Work link release: jp-direct v1)
このページのデータの出典・ライセンスと AI Changing Work による改変・翻訳の告知：クレジットと出典