Mixing and Blending Machine Setters, Operators, and Tenders

Production Occupations
O*NET-SOC 代码
51-9023.00

Set up, operate, or tend machines to mix or blend materials, such as chemicals, tobacco, liquids, color pigments, or explosive ingredients.

  • 数据来源: BLS发布时间: 2026-08

    低· 相对

    低四级相对区间很高

    职业群单位数值

    尺度 · 母数 · 来源

    四级相对类别（低 / 中等 / 高 / 很高）

    以BLS就业预测表中831个细分职业为基数。取值按 NEM（全国就业矩阵）代码给定，因此共用同一 NEM 代码的职业得到相同分档

    来源数据集（XLSX 文件下载）

  • 数据来源: Anthropic发布时间: 2026-03

    0.000

    0.000此处所载数值的范围0.745
    尺度 · 母数 · 来源

    观测暴露度指数，按发布原值0–1

    以O*NET任务映射为基准

    按 SOC 2018 职业发布的数值；具有相同 SOC 2018 代码的所有 O*NET 职业均显示此值

    来源数据集（CSV 文件下载）

  • 数据来源: ILO发布时间: 2025

    0.17–0.23· ISCO-08 职业组 2 个

    尺度 · 母数 · 来源

    生成式AI暴露度指数，按发布原值0–1

    按 ISCO-08 细类（4 位）发布的数值。按原样应用美国劳工统计局（BLS）的官方对照表（ISCO-08→2010 SOC、2010 SOC→2018 SOC）关联到本职业，对应关系为全部或部分对应

    来源数据集（PDF 文件下载）

该来源发布的是什么性质的数值

BLS的类别是相对排位而非绝对水平，也不是一手测量：它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测，不是采用概率，也不区分自动化与增强。

各关联 ISCO-08 职业组的 ILO 数值
  • ISCO-08 8114Cement, Stone and Other Mineral Products Machine Operators0.23
  • ISCO-08 8181Glass and Ceramics Plant Operators0.17

Task-level exposure

显示隐藏的 19 项工作

已评分任务 19 项 · β ≥ 0.5 的任务 2 项（10.5%）

β = 直接暴露（E1）+ 0.5 × 借助工具时的暴露（E2），依据原始代码库的定义。

  • 原始单位：O*NET 27.2 任务 → O*NET 31.0 职业代码
  • 所有已评分任务均在 O*NET 31.0 任务列表中。
来源
OpenAI "GPTs are GPTs" exposure rubric
版本
gh-main-0471612
许可
MIT License, Copyright (c) 2024 OpenAI
Task (O*NET 30.2)Claude.aiRaw / share %APIRaw / share %
Record operational or production data on specified forms.

51-9023.00

0.0100100.00.0200100.0

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

O*NET 31.0 全部任务（20 项）

本职业在 O*NET 31.0 中的全部任务（英文原文；任务类型为核心或补充）。暴露值不列在此清单中，而在上方表格里，位于各来源所用 O*NET 版本的任务表述旁。

任务（O*NET 31.0）类型
Weigh or measure materials, ingredients, or products to ensure conformance to requirements.核心
Operate or tend machines to mix or blend any of a wide variety of materials, such as spices, dough batter, tobacco, fruit juices, chemicals, livestock feed, food products, color pigments, or explosive ingredients.核心
Dump or pour specified amounts of materials into machinery or equipment.核心
Observe production or monitor equipment to ensure safe and efficient operation.核心
Stop mixing or blending machines when specified product qualities are obtained and open valves and start pumps to transfer mixtures.核心
Collect samples of materials or products for laboratory testing.核心
Add or mix chemicals or ingredients for processing, using hand tools or other devices.核心
Examine materials, ingredients, or products visually or with hands to ensure conformance to established standards.核心
Record operational or production data on specified forms.核心
Transfer materials, supplies, or products between work areas, using moving equipment or hand tools.核心
Tend accessory equipment, such as pumps or conveyors, to move materials or ingredients through production processes.核心
Read work orders to determine production specifications or information.核心
Compound or process ingredients or dyes, according to formulas.核心
Unload mixtures into containers or onto conveyors for further processing.核心
Clean and maintain equipment, using hand tools.核心
Dislodge and clear jammed materials or other items from machinery or equipment, using hand tools.核心
Mix or blend ingredients by starting machines and mixing for specified times.核心
Clean work areas.核心
Test samples of materials or products to ensure compliance with specifications, using test equipment.补充
Open valves to drain slurry from mixers into storage tanks.补充

职业信息

就业展望（BLS）

就业人数，2025
97K
预计就业人数，2035
91K
变化 (2025–35)
-6.1%
年薪中位数，2025
$48,990
入职通常所需学历
High school diploma or equivalent
最低 $30,890BLS EP 2025–35 中 825 个细分职业的工资中位数范围最高 $559,030

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

韩国职业分类关联（KSCO）

来自 AI Changing Work 制作的 Korea Occupation Direct Crosswalk v1.1 当前版本的关联。关系值从 O*NET-SOC 职业一侧解读。

KSCO 代码KSCO 名称关系状态
82122염색 조색 및 배합기 조작원本职业范围更宽已确认
83213세제 생산기 조작원本职业范围更宽已确认
84392광택제 생산기 조작원本职业范围更宽已确认
83121화학물 분쇄기·마쇄기 및 혼합기 조작원有重叠，但不相同已确认
83211약제품 생산기 조작원有重叠，但不相同已确认
83212화장품 생산기 조작원有重叠，但不相同已确认
84391유약 생산기 조작원有重叠，但不相同已确认
84319그 외 유리 제조 및 가공기 조작원相关，但不对应已确认
84399그 외 비금속제품 관련 생산기 조작원相关，但不对应已确认
86311일차전지 제조 기계 조작원相关，但不对应已确认

关系与状态的定义(kr-direct v1.1)

国际劳工组织（ILO）职业说明

以下 ISCO-08 职业组由 AI Changing Work 原样套用美国劳工统计局（BLS）发布的对照表（2018 SOC→2010 SOC、2010 SOC→ISCO-08）、不逐案取舍，与本职业相关联；每项关联可能是完全对应，也可能是部分对应。

  • ISCO-08 8114Cement, Stone and Other Mineral Products Machine Operators

    水泥、石材及其他矿物制品机器操作工

  • ISCO-08 8181Glass and Ceramics Plant Operators

    玻璃和陶瓷生产装置操作工

自行翻译

自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。

Sources: ILO ISCO-08 — details: Credits

ESCO 职业词汇

以下每一项都是在已公开的ESCO-O*NET Crosswalk（第 1 版，2022 年）中与本职业逐项对应的。对应类型出自该对照表；表述出自 AI Changing Work。

  • blender operatorESCO 8160.5本职业范围更宽

    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本职业范围更宽

    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.

  • carbonation operatorESCO 8160.12本职业范围更宽

    Carbonation operators perform the injection of carbonation into beverages.

  • chemical mixerESCO 8131.2本职业范围更宽

    Chemical mixers operate and maintain mixing tanks and blenders in order to develop chemical products out of raw materials, making sure the end products are in conformance to the batch tickets specifications.

  • colour sampling operatorESCO 8155.1.1本职业范围更宽

    Colour sampling operators apply colours and finish mixes according to the defined recipes. They apply pigments, dyes or other finishing mixes.

  • extract mixer testerESCO 8160.29本职业范围更宽

    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.

  • fertiliser mixerESCO 8131.2.1本职业范围更宽

    Fertiliser mixers operate and maintain machines that mix chemical ingredients in order to produce fertilisers, making sure the end product is according to specifications.

  • kettle tenderESCO 8160.40本职业范围更宽

    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.

  • lacquer makerESCO 8131.2.2本职业范围更宽

    Lacquer makers operate and maintain laquers and syntetic paints mixers and jar mills, making sure the end product is according to formula.

  • nitroglycerin neutraliserESCO 8131.13本职业范围更宽

    Nitroglycerin neutralisers maintain explosives mixing tanks by neutralizing the process remaining acids.

  • paint mixerESCO 8131.2.3本职业范围更宽

    Paint mixers operate and maintain machines that mix lacquers, solvents and paints in order to produce paint, making sure the end product is according to the specified formula.

  • perfume production machine operatorESCO 8131.16本职业范围更宽

    Perfume production machine operators tend machinery for the manufacturing of perfumes by setting up the machines and tools, cleaning and maintaining the equipment and abiding by the production schedule.

另有 3 项

来源: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

许可: CC BY 4.0 (EU Reuse Notice)

查看原文

ESCO reuse terms and the modification notice are in Credits.

法国职业分类关联（ROME）

本职业与 ROME 4.0 职业条目（fiche）之间的关联，由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。标为「暂定」的关联仅凭同一模型系列（Claude）两位判定者的判定采纳，或对其判定适用运营方规则后采纳，因此其依据弱于已确认的关联。

ROME 代码ROME 名称（法语）关系
H2804Pilote de centrale de béton本职业范围更宽
H3309Préparateur / Préparatrice de mélange en industrie本职业范围更宽暂定
H3303Cuisinier / Cuisinière en industrie chimique有重叠，但不相同暂定
H2810Agent / Agente technique de centrale à enrobés相关，但不对应
H1201Coloriste en industrie相关，但不对应暂定
H2105Agent / Agente de production en industrie alimentaire相关，但不对应暂定
H2303Opérateur / Opératrice de fabrication en industrie pharmaceutique相关，但不对应暂定

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)

西班牙职业分类关联（CNO-11）

本职业与 CNO-11 职业之间的关联，由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。

CNO-11 代码CNO-11 名称（西班牙语）关系
8131Operadores en plantas industriales químicas相关，但不对应
8132Operadores de máquinas para fabricar productos farmacéuticos, cosméticos y afines相关，但不对应
8160Operadores de máquinas para elaborar productos alimenticios, bebidas y tabaco相关，但不对应

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)

德国职业分类关联（KldB）

本职业与 KldB 职业之间的关联，由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。

KldB 代码KldB 名称（德语）关系
21222Berufe in der Baustoffherstellung - fachlich ausgerichtete Tätigkeiten相关，但不对应暂定
22102Berufe in der Kunststoff- und Kautschukherstellung (ohne Spezialisierung) - fachlich ausgerichtete Tätigkeiten相关，但不对应暂定
29272Berufe in der Tabakwarenherstellung - fachlich ausgerichtete Tätigkeiten相关，但不对应暂定
41312Berufe in der Chemie- und Pharmatechnik - fachlich ausgerichtete Tätigkeiten相关，但不对应暂定

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)

日本职业分类关联（JSCO）

本职业与 JSCO 职业之间的关联，由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。

JSCO 代码JSCO 名称（日语）关系
531化学製品製造従事者相关，但不对应
533食料品製造従事者相关，但不对应
538ゴム・プラスチック製品製造従事者相关，但不对应

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)

本页数据的来源与许可，以及 AI Changing Work 的修改与翻译说明：致谢与来源