Bioengineers and Biomedical Engineers
Architecture and Engineering Occupations- O*NET-SOC コード
- 17-2031.00
Apply knowledge of engineering, biology, chemistry, computer science, and biomechanical principles to the design, development, and evaluation of biological, agricultural, and health systems and products, such as artificial organs, prostheses, instrumentation, medical information systems, and health management and care delivery systems.
- 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
0.133
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
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 30 件 · β ≥ 0.5 のタスク 29 件（96.7%）
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
O*NET-SOC 2010 の職業 17-2031.00 Biomedical Engineers; 17-2199.01 Biochemical Engineers の作業です。当サイトが O*NET-SOC 2010→2019 公式クロスウォークによりこの職業に結び付けました
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.17-2199.01 | 0.050952.2 | 0.019465.5 |
Teach biomedical engineering or disseminate knowledge about the field through writing or consulting.17-2031.00 | 0.011812.1 | —0 |
Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.17-2031.00 | 0.00939.5 | 0.003812.9 |
Read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.17-2199.01 | 0.00868.8 | 0.00227.3 |
Modify or control biological systems to replace, augment, or sustain chemical or mechanical processes.17-2199.01 | 0.00394.0 | —0 |
Develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production.17-2199.01 | 0.00343.5 | —0 |
Develop statistical models or simulations of biochemical production, using statistical or modeling software.17-2199.01 | 0.00333.4 | —0 |
Design or conduct follow-up experimentation, based on generated data, to meet established process objectives.17-2199.01 | 0.00293.0 | —0 |
Devise scalable recovery, purification, or fermentation processes for producing proteins or other biological substances for human or animal therapeutic use, food production or processing, biofuels, or effluent treatment.17-2199.01 | 0.00191.9 | 0.00165.6 |
Maintain databases of experiment characteristics or results.17-2199.01 | 0.00161.6 | 0.00268.7 |
| Not observed on any surface — 44 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. | ||
Evaluate the safety, efficiency, and effectiveness of biomedical equipment. | —0 | —0 |
Advise and assist in the application of instrumentation in clinical environments. | —0 | —0 |
Research new materials to be used for products, such as implanted artificial organs. | —0 | —0 |
Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes. | —0 | —0 |
Design and develop medical diagnostic and clinical instrumentation, equipment, and procedures, using the principles of engineering and biobehavioral sciences. | —0 | —0 |
Design and deliver technology to assist people with disabilities. | —0 | —0 |
Diagnose and interpret bioelectric data, using signal processing techniques. | —0 | —0 |
Adapt or design computer hardware or software for medical science uses. | —0 | —0 |
Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment. | —0 | —0 |
Manage teams of engineers by creating schedules, tracking inventory, creating and using budgets, and overseeing contract obligations and deadlines. | —0 | —0 |
Advise hospital administrators on the planning, acquisition, and use of medical equipment. | —0 | —0 |
Analyze new medical procedures to forecast likely outcomes. | —0 | —0 |
Develop new applications for energy sources, such as using nuclear power for biomedical implants. | —0 | —0 |
Install, adjust, maintain, repair, or provide technical support for biomedical equipment. | —0 | —0 |
Keep documentation of service histories on all biomedical equipment. | —0 | —0 |
Conduct training or in-services to educate clinicians and other personnel on proper use of equipment. | —0 | —0 |
Conduct preventative maintenance on equipment. | —0 | —0 |
Lead studies to examine or recommend changes in process sequences or operation protocols. | —0 | —0 |
Direct experimental or developmental activities at contracted laboratories. | —0 | —0 |
Consult with chemists or biologists to develop or evaluate novel technologies. | —0 | —0 |
Collaborate with manufacturing or quality assurance staff to prepare product specification or safety sheets, standard operating procedures, user manuals, or qualification and validation reports. | —0 | —0 |
Design or direct bench or pilot production experiments to determine the scale of production methods that optimize product yield and minimize production costs. | —0 | —0 |
Design or conduct studies to determine optimal conditions for cell growth, protein production, or protein or virus expression or recovery, using chromatography, separation, or filtration equipment, such as centrifuges or bioreactors. | —0 | —0 |
Develop biocatalytic processes to convert biomass to fuels or fine chemicals, using enzymes of bacteria, yeast, or other microorganisms. | —0 | —0 |
Confer with research and biomanufacturing personnel to ensure the compatibility of design and production. | —0 | —0 |
Develop recovery processes to separate or purify products from fermentation broths or slurries. | —0 | —0 |
Advise manufacturing staff regarding problems with fermentation, filtration, or other bioproduction processes. | —0 | —0 |
Recommend biochemical process formulas, instrumentation, or equipment specifications, based on results of bench or pilot experimentation. | —0 | —0 |
Communicate with bioregulatory authorities regarding licensing or compliance responsibilities. | —0 | —0 |
Communicate with suppliers regarding the design or specifications of bioproduction equipment, instrumentation, or materials. | —0 | —0 |
Design processes to manufacture synthetic molecules for applications such as pharmaceuticals or pesticides. | —0 | —0 |
Develop bioremediation processes to reduce pollution, protect the environment, or treat waste products. | —0 | —0 |
Prepare project plans for biochemical equipment or facility improvements, including time lines, budgetary estimates, or capital spending requests. | —0 | —0 |
Develop alternative processes to produce crude oil, such as extraction from diatoms or thermochemical conversion of manure or other wastes. | —0 | —0 |
Participate in equipment or process validation activities. | —0 | —0 |
Collaborate in the development or delivery of biochemical manufacturing training materials. | —0 | —0 |
Prepare piping or instrumentation diagrams or other schematics for proposed process improvements, using computer-aided design software. | —0 | —0 |
Review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation. | —0 | —0 |
Develop experiments to determine production methods that minimize pollution or waste. | —0 | —0 |
Review existing biomanufacturing processes to ensure compliance with environmental regulations. | —0 | —0 |
Develop toxicological or environmental testing processes to measure chemical toxicity or environmental impact. | —0 | —0 |
Develop processes or products, such as natural recovery monitoring, in situ capping or treatment, or sediment removal, to treat contamination of subaqueous sediment. | —0 | —0 |
Create simulations or models to predict the impact of environmental factors, such as pollutants, climate change, or environmental remediation efforts. | —0 | —0 |
Design products to measure or monitor airborne pollutants, such as carbon monoxide, nitrogen dioxide, ozone, or particulate matter. | —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 |
|---|---|
Adapt or design computer hardware or software for medical science uses.O*NET Task ID 8979 | 1.0 |
Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.O*NET Task ID 18604 | 1.0 |
Collaborate with manufacturing or quality assurance staff to prepare product specification or safety sheets, standard operating procedures, user manuals, or qualification and validation reports.O*NET Task ID 21840 | 1.0 |
Design or develop medical diagnostic or clinical instrumentation, equipment, or procedures, using the principles of engineering and biobehavioral sciences.O*NET Task ID 21847 | 1.0 |
Develop statistical models or simulations, using statistical or modeling software.O*NET Task ID 21851 | 1.0 |
Maintain databases of experiment characteristics or results.O*NET Task ID 21853 | 1.0 |
Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.O*NET Task ID 21856 | 1.0 |
Evaluate the safety, efficiency, and effectiveness of biomedical equipment.O*NET Task ID 8968 | 0.5 |
Advise hospital administrators on the planning, acquisition, and use of medical equipment.O*NET Task ID 8970 | 0.5 |
Research new materials to be used for products, such as implanted artificial organs.O*NET Task ID 8972 | 0.5 |
Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.O*NET Task ID 8973 | 0.5 |
Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.O*NET Task ID 8975 | 0.5 |
Analyze new medical procedures to forecast likely outcomes.O*NET Task ID 8980 | 0.5 |
Advise manufacturing staff regarding problems with fermentation, filtration, or other bioproduction processes.O*NET Task ID 21839 | 0.5 |
Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.O*NET Task ID 21841 | 0.5 |
Communicate with suppliers regarding the design or specifications of bioproduction equipment, instrumentation, or materials.O*NET Task ID 21842 | 0.5 |
Confer with research and biomanufacturing personnel to ensure the compatibility of design and production.O*NET Task ID 21843 | 0.5 |
Consult with chemists or biologists to develop or evaluate novel technologies.O*NET Task ID 21844 | 0.5 |
Design and deliver technology, such as prosthetic devices, to assist people with disabilities.O*NET Task ID 21845 | 0.5 |
Design or conduct follow-up experimentation, based on generated data, to meet established process objectives.O*NET Task ID 21846 | 0.5 |
Design or direct bench or pilot production experiments to determine the scale of production methods that optimize product yield and minimize production costs.O*NET Task ID 21848 | 0.5 |
Develop bioremediation processes to reduce pollution, protect the environment, or treat waste products.O*NET Task ID 21849 | 0.5 |
Develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production.O*NET Task ID 21850 | 0.5 |
Lead studies to examine or recommend changes in process sequences or operation protocols.O*NET Task ID 21852 | 0.5 |
Manage teams of engineers by creating schedules, tracking inventory, creating or using budgets, or overseeing contract obligations or deadlines.O*NET Task ID 21854 | 0.5 |
Prepare project plans for equipment or facility improvements, including time lines, budgetary estimates, or capital spending requests.O*NET Task ID 21855 | 0.5 |
Read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.O*NET Task ID 21857 | 0.5 |
Recommend process formulas, instrumentation, or equipment specifications, based on results of bench or pilot experimentation.O*NET Task ID 21858 | 0.5 |
Review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation.O*NET Task ID 21859 | 0.5 |
Conduct training or in-services to educate clinicians and other personnel on proper use of equipment.O*NET Task ID 18603 | 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（30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 |
|---|---|
| Evaluate the safety, efficiency, and effectiveness of biomedical equipment. | コア |
| Advise hospital administrators on the planning, acquisition, and use of medical equipment. | コア |
| Research new materials to be used for products, such as implanted artificial organs. | コア |
| Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes. | コア |
| Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals. | コア |
| Adapt or design computer hardware or software for medical science uses. | コア |
| Conduct training or in-services to educate clinicians and other personnel on proper use of equipment. | コア |
| Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment. | コア |
| Collaborate with manufacturing or quality assurance staff to prepare product specification or safety sheets, standard operating procedures, user manuals, or qualification and validation reports. | コア |
| Communicate with bioregulatory authorities regarding licensing or compliance responsibilities. | コア |
| Communicate with suppliers regarding the design or specifications of bioproduction equipment, instrumentation, or materials. | コア |
| Confer with research and biomanufacturing personnel to ensure the compatibility of design and production. | コア |
| Consult with chemists or biologists to develop or evaluate novel technologies. | コア |
| Design or conduct follow-up experimentation, based on generated data, to meet established process objectives. | コア |
| Design or develop medical diagnostic or clinical instrumentation, equipment, or procedures, using the principles of engineering and biobehavioral sciences. | コア |
| Develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production. | コア |
| Develop statistical models or simulations, using statistical or modeling software. | コア |
| Maintain databases of experiment characteristics or results. | コア |
| Manage teams of engineers by creating schedules, tracking inventory, creating or using budgets, or overseeing contract obligations or deadlines. | コア |
| Prepare project plans for equipment or facility improvements, including time lines, budgetary estimates, or capital spending requests. | コア |
| Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications. | コア |
| Read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances. | コア |
| Recommend process formulas, instrumentation, or equipment specifications, based on results of bench or pilot experimentation. | コア |
| Analyze new medical procedures to forecast likely outcomes. | 補足 |
| Advise manufacturing staff regarding problems with fermentation, filtration, or other bioproduction processes. | 補足 |
| Design and deliver technology, such as prosthetic devices, to assist people with disabilities. | 補足 |
| Design or direct bench or pilot production experiments to determine the scale of production methods that optimize product yield and minimize production costs. | 補足 |
| Develop bioremediation processes to reduce pollution, protect the environment, or treat waste products. | 補足 |
| Lead studies to examine or recommend changes in process sequences or operation protocols. | 補足 |
| Review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation. | 補足 |
0.10/ 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 |
|---|---|
| Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals. | E1 ロボット専用設備 |
| Design or conduct follow-up experimentation, based on generated data, to meet established process objectives. | E1 ロボット専用設備 |
職業情報
雇用見通し（BLS）
- 雇用者数、2025
- 24K
- 雇用者数見通し、2035
- 26K
- 変化率 (2025–35)
- +7.6%
- 年間賃金の中央値、2025
- $109,370
- 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 |
|---|---|---|---|
| 23433 | 전자 의료기기 개발 기술자 및 연구원 | 重なるが同じではない | 確定 |
| 24652 | 보조공학사 | 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。
- bioengineerESCO 2149.4範囲が同じ
Bioengineers combine state of the art findings in the field of biology with engineering logics in order to develop solutions aimed at improving the well-being of society. They can develop improvement systems for natural resource conservation, agriculture, food production, genetic modification, and economic use.
- biomedical engineerESCO 2149.4.1この職業のほうが広い
Biomedical engineers combine knowledge of engineering principles and biological findings for the development of medical treatments, medicaments, and general healthcare purposes. They can develop solutions ranging from the improvement of the components in conventional medicaments up to implants developments, and tissue treatment.
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 |
| I1327 | Technicien / Technicienne de maintenance en matériel biomédical | 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 |
|---|---|---|
| 2439 | Ingenieros no clasificados bajo otros epígrafes | この職業のほうが狭い |
| 2469 | Ingenieros técnicos no clasificados bajo otros epígrafes | 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 |
|---|---|---|
| 82504 | Berufe in der Medizintechnik (ohne Spezialisierung) - hoch komplexe Tätigkeiten | この職業のほうが広い |
| 82514 | Berufe in der Orthopädie- und Rehatechnik - hoch komplexe Tätigkeiten | この職業のほうが広い暫定 |
| 41214 | Berufe im biologisch-technischen Laboratorium - hoch komplexe Tätigkeiten | 関連（対応ではない） |
| 81224 | Medizinisch-technische Berufe in der Funktionsdiagnostik - hoch komplexe Tätigkeiten | 関連（対応ではない）暫定 |
| 82534 | Berufe in der Hörgeräteakustik - hoch komplexe Tätigkeiten | 関連（対応ではない）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 |
|---|---|---|
| 051 | 自然科学系研究者 | 関連（対応ではない） |
| 079 | その他の製造技術者（開発） | 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