Quality Control Analysts
Life, Physical, and Social Science Occupations- O*NET-SOC コード
- 19-4099.01
Conduct tests to determine quality of raw materials, bulk intermediate and finished products. May conduct stability sample tests.
- 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
0.096
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
0.26· ISCO-08職業グループ2件
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。
結び付けたISCO-08グループごとのILO値
- ISCO-08 3111Chemical and Physical Science Technicians0.26
- ISCO-08 3119Physical and Engineering Science Technicians Not Elsewhere Classified0.26
Task-level exposure
露出のある作業のみ評価済みタスク 26 件 · β ≥ 0.5 のタスク 22 件(84.6%)
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 % |
|---|---|
Compile laboratory test data and perform appropriate analyses.19-4099.01 | 0.012651.9 |
Identify and troubleshoot equipment problems.19-4099.01 | 0.003413.9 |
Evaluate new technologies and methods to make recommendations regarding their use.19-4099.01 | 0.003012.3 |
Complete documentation needed to support testing procedures including data capture forms, equipment logbooks, or inventory forms.19-4099.01 | 0.003012.3 |
Write technical reports or documentation such as deviation reports, testing protocols, and trend analyses.19-4099.01 | 0.00239.6 |
| Not observed on any surface — 21 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. | |
Train other analysts to perform laboratory procedures and assays. | —0 |
Perform visual inspections of finished products. | —0 |
Participate in internal assessments and audits as required. | —0 |
Ensure that lab cleanliness and safety standards are maintained. | —0 |
Supply quality control data necessary for regulatory submissions. | —0 |
Receive and inspect raw materials. | —0 |
Perform validations or transfers of analytical methods in accordance with applicable policies or guidelines. | —0 |
Participate in out-of-specification and failure investigations and recommend corrective actions. | —0 |
Monitor testing procedures to ensure that all tests are performed according to established item specifications, standard test methods, or protocols. | —0 |
Investigate or report questionable test results. | —0 |
Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release. | —0 |
Identify quality problems and recommend solutions. | —0 |
Evaluate analytical methods and procedures to determine how they might be improved. | —0 |
Calibrate, validate, or maintain laboratory equipment. | —0 |
Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples. | —0 |
Serve as a technical liaison between quality control and other departments, vendors, or contractors. | —0 |
Develop and qualify new testing methods. | —0 |
Coordinate testing with contract laboratories and vendors. | —0 |
Write or revise standard quality control operating procedures. | —0 |
Review data from contract laboratories to ensure accuracy and regulatory compliance. | —0 |
Prepare or review required method transfer documentation including technical transfer protocols or reports. | —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 and qualify new testing methods.O*NET Task ID 16962 | 1.0 |
Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.O*NET Task ID 16964 | 1.0 |
Write or revise standard quality control operating procedures.O*NET Task ID 16965 | 1.0 |
Prepare or review required method transfer documentation including technical transfer protocols or reports.O*NET Task ID 16969 | 1.0 |
Perform validations or transfers of analytical methods in accordance with applicable policies or guidelines.O*NET Task ID 16970 | 1.0 |
Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.O*NET Task ID 16977 | 1.0 |
Perform visual inspections of finished products.O*NET Task ID 16956 | 0.5 |
Serve as a technical liaison between quality control and other departments, vendors, or contractors.O*NET Task ID 16957 | 0.5 |
Participate in internal assessments and audits as required.O*NET Task ID 16958 | 0.5 |
Identify and troubleshoot equipment problems.O*NET Task ID 16959 | 0.5 |
Evaluate new technologies and methods to make recommendations regarding their use.O*NET Task ID 16960 | 0.5 |
Coordinate testing with contract laboratories and vendors.O*NET Task ID 16963 | 0.5 |
Supply quality control data necessary for regulatory submissions.O*NET Task ID 16966 | 0.5 |
Review data from contract laboratories to ensure accuracy and regulatory compliance.O*NET Task ID 16968 | 0.5 |
Participate in out-of-specification and failure investigations and recommend corrective actions.O*NET Task ID 16971 | 0.5 |
Monitor testing procedures to ensure that all tests are performed according to established item specifications, standard test methods, or protocols.O*NET Task ID 16972 | 0.5 |
Investigate or report questionable test results.O*NET Task ID 16973 | 0.5 |
Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.O*NET Task ID 16974 | 0.5 |
Identify quality problems and recommend solutions.O*NET Task ID 16975 | 0.5 |
Evaluate analytical methods and procedures to determine how they might be improved.O*NET Task ID 16976 | 0.5 |
Compile laboratory test data and perform appropriate analyses.O*NET Task ID 16979 | 0.5 |
Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples.O*NET Task ID 16980 | 0.5 |
Train other analysts to perform laboratory procedures and assays.O*NET Task ID 16955 | 0.0 |
Ensure that lab cleanliness and safety standards are maintained.O*NET Task ID 16961 | 0.0 |
Receive and inspect raw materials.O*NET Task ID 16967 | 0.0 |
Calibrate, validate, or maintain laboratory equipment.O*NET Task ID 16978 | 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(26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 |
|---|---|
| Train other analysts to perform laboratory procedures and assays. | コア |
| Perform visual inspections of finished products. | コア |
| Serve as a technical liaison between quality control and other departments, vendors, or contractors. | コア |
| Participate in internal assessments and audits as required. | コア |
| Identify and troubleshoot equipment problems. | コア |
| Ensure that lab cleanliness and safety standards are maintained. | コア |
| Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses. | コア |
| Write or revise standard quality control operating procedures. | コア |
| Supply quality control data necessary for regulatory submissions. | コア |
| Receive and inspect raw materials. | コア |
| Perform validations or transfers of analytical methods in accordance with applicable policies or guidelines. | コア |
| Participate in out-of-specification and failure investigations and recommend corrective actions. | コア |
| Monitor testing procedures to ensure that all tests are performed according to established item specifications, standard test methods, or protocols. | コア |
| Investigate or report questionable test results. | コア |
| Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release. | コア |
| Identify quality problems and recommend solutions. | コア |
| Evaluate analytical methods and procedures to determine how they might be improved. | コア |
| Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms. | コア |
| Calibrate, validate, or maintain laboratory equipment. | コア |
| Compile laboratory test data and perform appropriate analyses. | コア |
| Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples. | コア |
| Evaluate new technologies and methods to make recommendations regarding their use. | 補足 |
| Develop and qualify new testing methods. | 補足 |
| Coordinate testing with contract laboratories and vendors. | 補足 |
| Review data from contract laboratories to ensure accuracy and regulatory compliance. | 補足 |
| Prepare or review required method transfer documentation including technical transfer protocols or reports. | 補足 |
0.47/ 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 |
|---|---|
| Perform visual inspections of finished products. | E1 ロボット専用設備 |
| Identify and troubleshoot equipment problems. | E0 ロボット不可 |
| Ensure that lab cleanliness and safety standards are maintained. | E1 ロボット専用設備 |
| Receive and inspect raw materials. | E1 ロボット専用設備 |
| Perform validations or transfers of analytical methods in accordance with applicable policies or guidelines. | E1 ロボット専用設備 |
| Calibrate, validate, or maintain laboratory equipment. | E1 ロボット専用設備 |
| Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples. | E1 ロボット専用設備 |
| Develop and qualify new testing methods. | 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 19-4099 グループ(Life, physical, and social science technicians, all other)全体の値です。
- 雇用者数、2025
- 90K
- 雇用者数見通し、2035
- 93K
- 変化率 (2025–35)
- +4.4%
- 年間賃金の中央値、2025
- $62,280
- 入職時に通常必要な学歴
- Associate'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 |
|---|---|---|---|
| 23229 | 그 외 화학공학 시험원 | 重なるが同じではない | 確定 |
| 23940 | 섬유공학 시험원 | 重なるが同じではない | 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 3111Chemical and Physical Science Technicians
化学技師、物理科学技術者
- ISCO-08 3119Physical and Engineering Science Technicians Not Elsewhere Classified
他に分類されない物理・工学分野の技師
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)
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。
- call centre quality auditorESCO 3341.3この職業のほうが広い
Call centre quality auditors listen to calls from the call centre operators, recorded or live, in order to assess compliance with protocols and quality parameters. They grade the employees and provide feedback on the issues that require improvement. They interpret and spread quality parameters received by the management.
- chemical manufacturing quality technicianESCO 3116.1.2この職業のほうが広い
Chemical manufacturing quality technicians perform inspections and precision measurements in order to test and ensure the quality of products, by using computer controlled machinery and systems.
- footwear quality control laboratory technicianESCO 3119.15.1この職業のほうが広い
Footwear quality control laboratory technicians perform all laboratory tests of footwear and materials or components according to the national and international standards. They analyse and interpret their results, and prepare the report for the quality manager, advising on rejections or acceptances. They apply previously defined quality management tools aiming for achievement of the objectives stated in the quality policy. They participate in monitoring and control of the quality system, namely internal and external auditing. They collaborate in the preparation of documents related to quality and in the linkage with outsourced laboratories for the tests which cannot be performed inside the company.
- footwear quality technicianESCO 3119.15.2この職業のほうが広い
Footwear quality technicians manage all the standards and techniques related to processes and products. They perform tasks using quality systems based on national and international standards. They analyse and interpret the results, prepare reports, advise on corrective measures, contribute to the achievement of requirements and objectives for the benefit of continuous improvement and customer satisfaction.
- leather goods quality control laboratory technicianESCO 3119.15.3この職業のほうが広い
Leather goods quality control laboratory technicians perform laboratory control tests according to the national and international standards. During laboratory control tests they prepare samples, address test procedures, analysis and interpretation of the results and comparison with guidelines and standards and prepare reports. They make the linkage with outsourced laboratories for the tests which cannot be performed inside the company. They propose corrective and preventive measures.
- leather goods quality technicianESCO 3119.15.4この職業のほうが広い
Leather goods quality technicians perform tasks related to the quality system, by controlling quality, executing laboratory tests (finished products, used materials and components) according to the national and international standards. They analyse and interpret the result of the laboratory tests, prepare reports, advise on corrective and preventive measures, contributing for the accomplishment of requirements and objectives in the with the aim of continuous improving and the customer satisfaction.
- product quality controllerESCO 7543.9この職業のほうが広い
Product quality controllers check the quality of manufactured products. They work in manufacturing facilities where they perform basic inspection and evaluation of products before, during or after the production process. They track production problems and send inferior or malfunctioning items back for repair.
- product quality inspectorESCO 7543.10この職業のほうが広い
Product quality inspectors check products in order to assess their compliance in reference to a standard or reference guideline. They observe, measure, test, and form questions in order to fill in forms and present levels of compliance with comments after the inspection process. Product quality inspectors are employed or work externally for companies.
- vineyard cellar masterESCO 6112.4この職業のほうが広い
Vineyard cellar masters are responsible for vineyard cellars from the entry of grapes to on-site bottling and distribution. They ensure quality at all stages, in compliance with regulations and laws.
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 |
|---|---|---|
| H1510 | Technicien / Technicienne de laboratoire de contrôle en industrie pharmaceutique | この職業のほうが広い暫定 |
| H1503 | Technicien / Technicienne de laboratoire d'analyse industrielle | 重なるが同じではない暫定 |
| H1517 | Responsable de laboratoire de contrôle en industrie pharmaceutique | 関連(対応ではない) |
| K1714 | Expert / Experte en assurance de la qualité des fournitures spécifiques des armées | 関連(対応ではない) |
| H1531 | Opérateur / Opératrice de laboratoire d'analyse industrielle | 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 |
|---|---|---|
| 3160 | Técnicos de control de calidad de las ciencias físicas, químicas y de las ingenierías | この職業のほうが狭い |
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 |
|---|---|---|
| 27312 | Berufe in der technischen Qualitätssicherung - fachlich ausgerichtete Tätigkeiten | 重なるが同じではない暫定 |
| 41322 | Berufe im chemisch-technischen Laboratorium - fachlich ausgerichtete Tätigkeiten | 重なるが同じではない暫定 |
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 |
|---|---|---|
| 081 | 食品技術者(開発を除く) | 関連(対応ではない) |
| 087 | 化学技術者(開発を除く) | 関連(対応ではない) |
| 571 | 化学製品検査従事者 | 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