Production, Planning, and Expediting Clerks

Office and Administrative Support Occupations

O*NET-SOC 代码: 43-5061.00

Coordinate and expedite the flow of work and materials within or between departments of an establishment according to production schedule. Duties include reviewing and distributing production, work, and shipment schedules; conferring with department supervisors to determine progress of work and completion dates; and compiling reports on progress of work, inventory levels, costs, and production problems.

数据来源: BLS发布时间: 2026-08
很高· 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
0.093
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
0.44
0.09此处所载数值的范围0.70
职业群单位数值
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。

Task-level exposure

仅显示有暴露的工作

已评分任务 17 项 · β ≥ 0.5 的任务 16 项（94.1%）

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

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
Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities. O*NET Task ID 11363	1.0
Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers. O*NET Task ID 11369	1.0
Distribute production schedules or work orders to departments. O*NET Task ID 11370	1.0
Maintain files, such as maintenance records, bills of lading, or cost reports. O*NET Task ID 11374	1.0
Provide documentation and information to account for delays, difficulties, or changes to cost estimates. O*NET Task ID 11378	1.0
Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications. O*NET Task ID 11362	0.5
Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering. O*NET Task ID 11365	0.5
Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays. O*NET Task ID 11366	0.5
Record production data, including volume produced, consumption of raw materials, or quality control measures. O*NET Task ID 11367	0.5
Requisition and maintain inventories of materials or supplies necessary to meet production demands. O*NET Task ID 11368	0.5
Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed. O*NET Task ID 11371	0.5
Arrange for delivery, assembly, or distribution of supplies or parts to expedite flow of materials and meet production schedules. O*NET Task ID 11372	0.5
Contact suppliers to verify shipment details. O*NET Task ID 11373	0.5
Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts. O*NET Task ID 11375	0.5
Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections. O*NET Task ID 11376	0.5
Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders. O*NET Task ID 11377	0.5
再显示 6 项工作 ▾收起 ▴
Confer with department supervisors or other personnel to assess progress and discuss needed changes. O*NET Task ID 11364	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®, Eloundou et al. (2023): see full notices on the Credits page

O*NET 31.0 全部任务（17 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
Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.	核心
Confer with department supervisors or other personnel to assess progress and discuss needed changes.	核心
Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering.	核心
Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays.	核心
Requisition and maintain inventories of materials or supplies necessary to meet production demands.	核心
Distribute production schedules or work orders to departments.	核心
Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.	核心
Arrange for delivery, assembly, or distribution of supplies or parts to expedite flow of materials and meet production schedules.	核心
Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.	核心
Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications.	补充
Record production data, including volume produced, consumption of raw materials, or quality control measures.	补充
Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.	补充
Contact suppliers to verify shipment details.	补充
Maintain files, such as maintenance records, bills of lading, or cost reports.	补充
Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections.	补充
Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.	补充
Provide documentation and information to account for delays, difficulties, or changes to cost estimates.	补充

就业展望（BLS）

就业人数，2025: 392K
预计就业人数，2035: 387K
变化 (2025–35): -1.3%
年薪中位数，2025: $59,650
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
32121	생산관리 사무원	范围相同	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 4322Production Clerks
生产文员

自行翻译

自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。

以下定义、任务和职业示例是 ILO 对该 ISCO-08 职业组的描述，而不是对本职业的描述。

Production clerks compute quantities of materials required at specified dates for manufacturing, construction and similar production programmes, and prepare and check production operation schedules.

任务

(a) computing quantities, qualities and types of materials required by production programme;
(b) preparing production requirements schedules, ensuring that materials are available when needed, and keeping relevant records;
(c) preparing or assisting in the preparation of production operation schedules on the basis of customers' orders and production capacity and performance;
(d) verifying stocks, arranging deliveries and investigating delays;
(e) recording and coordinating the flow of work and materials between departments.

职业示例

Production clerk · Schedule clerk (materials)

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。

food production plannerESCO 3122.2本职业范围更宽
Food production planners prepare production plans, evaluate all the variables in the process and strive to ensure that production objectives be achieved.
gas scheduling representativeESCO 4323.7本职业范围更宽
Gas scheduling representatives track and control the flow of natural gas between pipelines and the distribution system, compliant with schedules and demands. They report on the natural gas flow, ensure the schedule is followed or make scheduling adaptations in case of problems to attempt to meet demands.
leather production plannerESCO 2141.5本职业范围更宽
Leather production planners are responsible for planning and following production planning. They work with the production manager to follow progress of the schedule. They work with the warehouse to ensure optimum level and quality of materials are provided, and together with the marketing and sales department to meet customer order requirements.
machinery assembly coordinatorESCO 4322.1本职业范围更宽
Machinery assembly coordinators prepare and plan the manufacturing of machinery. They monitor the entire production process and ensure that individual assemblies and resources are provided on time.
purchase plannerESCO 3323.2.3有重叠，但不相同
Purchase planners organise the continuous supply with goods out of existing contracts.
supply chain assistantESCO 3343.1.5有重叠，但不相同
Supply chain assistants work closely together with managers in the operations processes, namely purchasing, manufacturing, and distribution processes. They help with administrative and pragmatic follow up of actions such as invoicing, drafting and preparation of contracts and purchasing orders, reconciliation of inventory against documents, and communication with distribution channels.

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
H1403	Gestionnaire de flux de production	范围相同暂定
M1619	Approvisionneur / Approvisionneuse points de distribution	相关，但不对应
H1401	Responsable ordonnancement-lancement-planification en industrie	相关，但不对应暂定
N1303	Approvisionneur / Approvisionneuse logistique	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
4122	Empleados de oficina de servicios de apoyo a la producción	范围相同

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
27303	Berufe in der technischen Produktionsplanung und -steuerung - komplexe Spezialistentätigkeiten	有重叠，但不相同暂定
27302	Berufe in der technischen Produktionsplanung und -steuerung - fachlich ausgerichtete Tätigkeiten	相关，但不对应暂定
71302	Berufe in der kaufmännischen und technischen Betriebswirtschaft (ohne Spezialisierung) - fachlich ausgerichtete Tätigkeiten	相关，但不对应暂定
71382	Berufe in der Unternehmensorganisation und -strategie (sonstige spezifische Tätigkeitsangabe) - fachlich ausgerichtete Tätigkeiten	相关，但不对应暂定
71383	Berufe in der Unternehmensorganisation und -strategie (sonstige spezifische Tätigkeitsangabe) - komplexe Spezialistentätigkeiten	相关，但不对应暂定
92303	Verlags- und Medienkaufleute (ohne Spezialisierung) - komplexe Spezialistentätigkeiten	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
271	生産現場事務員	范围相同

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