Food Batchmakers

Production Occupations
O*NET-SOC コード
51-3092.00

Set up and operate equipment that mixes or blends ingredients used in the manufacturing of food products. Includes candy makers and cheese makers.

  • 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

    0.000

    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

    出典データセット(CSV ファイルのダウンロード)

  • データ出典: ILO公表時点: 2025

    0.15–0.22· 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

    出典データセット(PDF ファイルのダウンロード)

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 7513Dairy Products Makers0.22
  • ISCO-08 8160Food and Related Products Machine Operators0.15

Task-level exposure

評価済みタスク 25 件 · β ≥ 0.5 のタスク 3 件(12.0%)

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 30.2)Claude.aiRaw / share %APIRaw / share %
Formulate or modify recipes for specific kinds of food products.

51-3092.00

0.00000.0—0
Grade food products according to government regulations or according to type, color, bouquet, and moisture content.
—00.00000.0
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.
Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.
—0—0
Observe gauges and thermometers to determine if the mixing chamber temperature is within specified limits, and turn valves to control the temperature.
—0—0
Clean and sterilize vats and factory processing areas.
—0—0
Press switches and turn knobs to start, adjust, and regulate equipment, such as beaters, extruders, discharge pipes, and salt pumps.
—0—0
Observe and listen to equipment to detect possible malfunctions, such as leaks or plugging, and report malfunctions or undesirable tastes to supervisors.
—0—0
Set up, operate, and tend equipment that cooks, mixes, blends, or processes ingredients in the manufacturing of food products, according to formulas or recipes.
—0—0
Mix or blend ingredients, according to recipes, using a paddle or an agitator, or by controlling vats that heat and mix ingredients.
—0—0
Follow recipes to produce food products of specified flavor, texture, clarity, bouquet, or color.
—0—0
Select and measure or weigh ingredients, using English or metric measures and balance scales.
—0—0
Turn valve controls to start equipment and to adjust operation to maintain product quality.
—0—0
Determine mixing sequences, based on knowledge of temperature effects and of the solubility of specific ingredients.
—0—0
Give directions to other workers who are assisting in the batchmaking process.
—0—0
Examine, feel, and taste product samples during production to evaluate quality, color, texture, flavor, and bouquet, and document the results.
—0—0
Modify cooking and forming operations based on the results of sampling processes, adjusting time cycles and ingredients to achieve desired qualities, such as firmness or texture.
—0—0
Fill processing or cooking containers, such as kettles, rotating cookers, pressure cookers, or vats, with ingredients, by opening valves, by starting pumps or injectors, or by hand.
—0—0
Homogenize or pasteurize material to prevent separation or to obtain prescribed butterfat content, using a homogenizing device.
—0—0
Inspect vats after cleaning to ensure that fermentable residue has been removed.
—0—0
Test food product samples for moisture content, acidity level, specific gravity, or butter-fat content, and continue processing until desired levels are reached.
—0—0
Inspect and pack the final product.
—0—0
Cool food product batches on slabs or in water-cooled kettles.
—0—0
Operate refining machines to reduce the particle size of cooked batches.
—0—0
Place products on carts or conveyors to transfer them to the next stage of processing.
—0—0
Manipulate products, by hand or using machines, to separate, spread, knead, spin, cast, cut, pull, or roll products.
—0—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(25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
Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.コア
Observe gauges and thermometers to determine if the mixing chamber temperature is within specified limits, and turn valves to control the temperature.コア
Clean and sterilize vats and factory processing areas.コア
Press switches and turn knobs to start, adjust, and regulate equipment, such as beaters, extruders, discharge pipes, and salt pumps.コア
Observe and listen to equipment to detect possible malfunctions, such as leaks or plugging, and report malfunctions or undesirable tastes to supervisors.コア
Set up, operate, and tend equipment that cooks, mixes, blends, or processes ingredients in the manufacturing of food products, according to formulas or recipes.コア
Mix or blend ingredients, according to recipes, using a paddle or an agitator, or by controlling vats that heat and mix ingredients.コア
Follow recipes to produce food products of specified flavor, texture, clarity, bouquet, or color.コア
Select and measure or weigh ingredients, using English or metric measures and balance scales.コア
Turn valve controls to start equipment and to adjust operation to maintain product quality.コア
Determine mixing sequences, based on knowledge of temperature effects and of the solubility of specific ingredients.コア
Give directions to other workers who are assisting in the batchmaking process.コア
Examine, feel, and taste product samples during production to evaluate quality, color, texture, flavor, and bouquet, and document the results.コア
Modify cooking and forming operations based on the results of sampling processes, adjusting time cycles and ingredients to achieve desired qualities, such as firmness or texture.コア
Fill processing or cooking containers, such as kettles, rotating cookers, pressure cookers, or vats, with ingredients, by opening valves, by starting pumps or injectors, or by hand.補足
Homogenize or pasteurize material to prevent separation or to obtain prescribed butterfat content, using a homogenizing device.補足
Inspect vats after cleaning to ensure that fermentable residue has been removed.補足
Test food product samples for moisture content, acidity level, specific gravity, or butter-fat content, and continue processing until desired levels are reached.補足
Formulate or modify recipes for specific kinds of food products.補足
Inspect and pack the final product.補足
Grade food products according to government regulations or according to type, color, bouquet, and moisture content.補足
Cool food product batches on slabs or in water-cooled kettles.補足
Operate refining machines to reduce the particle size of cooked batches.補足
Place products on carts or conveyors to transfer them to the next stage of processing.補足
Manipulate products, by hand or using machines, to separate, spread, knead, spin, cast, cut, pull, or roll products.補足

職業情報

雇用見通し(BLS)

雇用者数、2025
177K
雇用者数見通し、2035
188K
変化率 (2025–35)
+6.5%
年間賃金の中央値、2025
$42,290
入職時に通常必要な学歴
High school diploma or equivalent
最低 $30,890BLS EP 2025–35 の詳細職業825件の賃金中央値の範囲最高 $559,030

出典: U.S. Bureau of Labor Statistics, Employment Projections 2025–35 — Employment by detailed occupation, 2025 and projected 2035

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
71020떡 제조원この職業のほうが広い確定
81129그 외 곡물가공 제품 기계 조작원この職業のほうが広い確定
81909그 외 식품가공 관련 기계 조작원この職業のほうが広い確定
81123국수 및 면류 제품 기계 조작원重なるが同じではない確定
81133낙농품가공 기계 조작원重なるが同じではない確定
81202비알코올성 음료 제조기 조작원重なるが同じではない確定
81902조미 식품 생산기 조작원重なるが同じではない確定
71051김치 제조 종사원関連(対応ではない)確定
71052밑반찬 제조 종사원関連(対応ではない)確定
81122두부 및 유사 제품 기계 조작원関連(対応ではない)確定
81124사탕·껌 및 초콜릿 제품 기계 조작원関連(対応ではない)確定
81201알코올성 음료 제조기 조작원関連(対応ではない)確定
81209그 외 음료 제조 관련 기계 조작원関連(対応ではない)検収承認
81901유지 제조기 조작원関連(対応ではない)確定
81906건강식품 가공기 조작원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 7513Dairy Products Makers

    乳製品製造工

  • ISCO-08 8160Food and Related Products Machine Operators

    食料品及び関連製品製造機械の運転工

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)

原文を見る

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。

  • brew house operatorESCO 8160.7この職業のほうが広い

    Brew house operators monitor the processes of mashing, lautering and boiling of raw materials. They make sure that the brewing vessels are clean correctly and timely. They supervise the work in the brew house and operate the brew house equipment to deliver brews of good quality within the specified time.

  • bulk fillerESCO 8160.8この職業のほうが広い

    Bulk fillers perform dumping of food products into barrels, tubs, or containers together with prescribed amounts of preservatives, such as salt, sugar, brine, syrup, or vinegar for the manufacturing of food products.

  • candy machine operatorESCO 8160.11この職業のほうが広い

    Candy machine operators tend machines that mix candy ingredients. They tend machines that weigh, measure, and mix ingredients. They form soft candies by spreading candy onto cooling and warming slabs cutting them manually or mechanically. They cast candies in moulds or by machine that extrudes candy.

  • hydrogenation machine operatorESCO 8160.39この職業のほうが広い

    Hydrogenation machine operators control equipment to process base oils for manufacture of margarine and shortening products.

  • blender operatorESCO 8160.5重なるが同じではない

    Blender operators produce non-alcoholic flavoured waters by managing the administration of a large selection of ingredients to water. They handle and administer ingredients such as sugar, fruits juices, vegetable juices, syrups based on fruit or herbs, natural flavours, synthetic food additives like artificial sweeteners, colours, preservatives, acidity regulators, vitamins, minerals, and carbon dioxide. They manage the quantities depending on the product.

  • blending plant operatorESCO 8160.6重なるが同じではない

    Blending plant operators control equipment to weigh and mix vegetable oils used in products such as salad oil and margarines. They tend pump oils to perform the blending according to specific formulas. They draw off samples of mixed oil to examine its texture and colour and based on that make adjustments to blending processes.

  • extract mixer testerESCO 8160.29重なるが同じではない

    Extract mixer testers sift spices using mechanical sifters. They operate mixing machines to blend spices and weigh them until a specified consistency is reached. They compare colours of mixtures with the standard colour chart to ensure that colours of the mixture meet the specifications.

  • flour purifier operatorESCO 8160.33重なるが同じではない

    Flour purifier operators tend machines to blend and sift flour. They tend screw conveyors to transport flour for blending and purification processes. They operate separators to sieve blended flour and to remove lumps before it is ready for packaging.

  • food production operatorESCO 8160.34重なるが同じではない

    Food production operators supply and perform one or more tasks in different stages of the food production process. They perform manufacturing operations and processes to foods and beverages, perform packaging, operate machines manually or automatically, follow predetermined procedures, and take food safety regulations on board.

  • kettle tenderESCO 8160.40重なるが同じではない

    Kettle tenders operate machines that mix chewing gum base with sugar or sweetener. They follow procedures to place gum base in containers and then direct it to flow into mixers.

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)

原文を見る

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
A1412Fromager-affineur / Fromagère-affineuseこの職業のほうが広い
D1115Chocolatier / Chocolatièreこの職業のほうが広い暫定
D1118Glacier / Glacièreこの職業のほうが広い暫定
H2104Fromager industriel / Fromagère industrielleこの職業のほうが広い暫定
A1413Brasseur / Brasseuse de bière関連(対応ではない)暫定
H2102Conducteur / Conductrice de machines en industrie alimentaire関連(対応ではない)暫定
H2105Agent / Agente de production en industrie alimentaire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
8160Operadores de máquinas para elaborar productos alimenticios, bebidas y tabacoこの職業のほうが狭い暫定
7703Panaderos, pasteleros y confiteros関連(対応ではない)暫定
7704Trabajadores del tratamiento de la leche y elaboración de productos lácteos (incluidos helados)関連(対応ではない)暫定
7706Trabajadores de la elaboración de bebidas alcohólicas distintas del vino関連(対応ではない)暫定
7707Trabajadores de la elaboración del vino関連(対応ではない)暫定

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
29202Berufe in der Lebensmittelherstellung (ohne Spezialisierung) - fachlich ausgerichtete Tätigkeiten重なるが同じではない暫定
29102Berufe in der Getränkeherstellung (ohne Spezialisierung) - fachlich ausgerichtete Tätigkeiten関連(対応ではない)暫定
29112Brauer/innen und Mälzer/innen - fachlich ausgerichtete Tätigkeiten関連(対応ではない)暫定
29142Berufe in der Fruchtsafttechnik - fachlich ausgerichtete Tätigkeiten関連(対応ではない)暫定
29252Berufe in der Milchproduktherstellung - fachlich ausgerichtete Tätigkeiten関連(対応ではない)暫定
29262Berufe in der Süßwarenherstellung - fachlich ausgerichtete 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
533食料品製造従事者この職業のほうが狭い暫定
504飲料・たばこ生産設備制御・監視員関連(対応ではない)暫定
534飲料・たばこ製造従事者関連(対応ではない)暫定

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