Biofuels Production Managers
Management Occupations- O*NET-SOC 代码
- 11-3051.03
Manage biofuels production and plant operations. Collect and process information on plant production and performance, diagnose problems, and design corrective procedures.
- 数据来源: BLS发布时间: 2026-08
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
- 数据来源: Anthropic发布时间: 2026-03
0.013
0.000此处所载数值的范围0.745职业群单位数值
尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.38
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
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 14 项 · β ≥ 0.5 的任务 8 项（57.1%）
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.
| Task (O*NET 27.2) | βE1 + 0.5 × E2 |
|---|---|
Provide training to subordinate or new employees to improve biofuels plant safety or increase the production of biofuels.O*NET Task ID 15449 | 0.5 |
Provide direction to employees to ensure compliance with biofuels plant safety, environmental, or operational standards and regulations.O*NET Task ID 15450 | 0.5 |
Confer with technical and supervisory personnel to report or resolve conditions affecting biofuels plant safety, operational efficiency, and product quality.O*NET Task ID 15453 | 0.5 |
Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes.O*NET Task ID 15456 | 0.5 |
Prepare and manage biofuels plant or unit budgets.O*NET Task ID 15457 | 0.5 |
Conduct cost, material, and efficiency studies for biofuels production plants or operations.O*NET Task ID 15459 | 0.5 |
Approve proposals for the acquisition, replacement, or repair of biofuels processing equipment or the implementation of new production processes.O*NET Task ID 15460 | 0.5 |
Manage operations at biofuels power generation facilities, including production, shipping, maintenance, or quality assurance activities.O*NET Task ID 15462 | 0.5 |
Monitor transportation and storage of flammable or other potentially dangerous feedstocks or products to ensure adherence to safety guidelines.O*NET Task ID 15451 | 0.0 |
Draw samples of biofuels products or secondary by-products for quality control testing.O*NET Task ID 15452 | 0.0 |
Supervise production employees in the manufacturing of biofuels, such as biodiesel or ethanol.O*NET Task ID 15454 | 0.0 |
Shut down and restart biofuels plant or equipment in emergency situations or for equipment maintenance, repairs, or replacements.O*NET Task ID 15455 | 0.0 |
Monitor meters, flow gauges, or other real-time data to ensure proper operation of biofuels production equipment, implementing corrective measures as needed.O*NET Task ID 15458 | 0.0 |
Adjust temperature, pressure, vacuum, level, flow rate, or transfer of biofuels to maintain processes at required levels.O*NET Task ID 15461 | 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（14 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 |
|---|---|
| Provide training to subordinate or new employees to improve biofuels plant safety or increase the production of biofuels. | 核心 |
| Provide direction to employees to ensure compliance with biofuels plant safety, environmental, or operational standards and regulations. | 核心 |
| Monitor transportation and storage of flammable or other potentially dangerous feedstocks or products to ensure adherence to safety guidelines. | 核心 |
| Draw samples of biofuels products or secondary by-products for quality control testing. | 核心 |
| Confer with technical and supervisory personnel to report or resolve conditions affecting biofuels plant safety, operational efficiency, and product quality. | 核心 |
| Supervise production employees in the manufacturing of biofuels, such as biodiesel or ethanol. | 核心 |
| Shut down and restart biofuels plant or equipment in emergency situations or for equipment maintenance, repairs, or replacements. | 核心 |
| Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes. | 核心 |
| Prepare and manage biofuels plant or unit budgets. | 核心 |
| Monitor meters, flow gauges, or other real-time data to ensure proper operation of biofuels production equipment, implementing corrective measures as needed. | 核心 |
| Conduct cost, material, and efficiency studies for biofuels production plants or operations. | 核心 |
| Approve proposals for the acquisition, replacement, or repair of biofuels processing equipment or the implementation of new production processes. | 核心 |
| Adjust temperature, pressure, vacuum, level, flow rate, or transfer of biofuels to maintain processes at required levels. | 核心 |
| Manage operations at biofuels power generation facilities, including production, shipping, maintenance, or quality assurance activities. | 核心 |
0.01/ 3· 机器人暴露指数
尺度 · 母数 · 来源
对每项体力任务，按已实际部署、销售或演示的机器人能够完成它的环境评定 0–3 级（0 不可 · 1 围栏式机器单元、灌装线等机器人专用设施 · 2 医院药房、集装箱港口等受管理的设施 · 3 私人住宅、建筑工地等非结构化环境），再按工作时间占比求平均
以该职业 O*NET 29.3 任务中的体力任务为准
等级与时间占比由 Anthropic 使用 Claude Opus 5（网络搜索）估算（截至 2026 年）。
机器人暴露指数与本站的 AI 暴露度是不同的指标，不能相加或相互比较。该指数不代表实际采用情况或成本竞争力，0 也包括没有体力任务的职业。
每项体力任务的等级
机器人环境等级（E0–E3）
E0 机器人不可详情
评定为已实际部署、销售或演示的机器人即使在机器人专用设施中也无法完成
E1 机器人专用设施详情
评定为可在围绕机器搭建的设施中完成，例如围栏式机器单元或灌装线
E2 受管理的设施详情
评定为可在由机构按工作标准维护的人类工作设施中完成，例如医院药房或集装箱港口
E3 非结构化环境详情
评定为可在没有机构按工作标准维护的环境中完成，例如私人住宅或建筑工地
仅列出被归类为体力任务的任务；其他任务在来源中没有等级。
| 任务（O*NET 29.3） | 机器人环境等级 |
|---|---|
| Draw samples of biofuels products or secondary by-products for quality control testing. | E1 机器人专用设施 |
职业信息
就业展望（BLS）
这些数值属于整个 SOC 11-3051 组（Industrial production managers），并非仅属于该 O*NET 职业。
- 就业人数，2025
- 252K
- 预计就业人数，2035
- 259K
- 变化 (2025–35)
- +2.6%
- 年薪中位数，2025
- $126,060
- 入职通常所需学历
- Bachelor's degree
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 |
|---|---|---|---|
| 14125 | 신재생에너지 관련 관리자 | 本职业范围更窄 | 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 1321Manufacturing Managers
制造业经理
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。
Manufacturing managers plan, direct and coordinate activities concerned with the production of goods, the production and distribution of electricity gas and water, and the collection, treatment and disposal of waste. They may manage the production departments of large enterprises or be the managers of small manufacturing companies.
任务
- (a) determining, implementing and monitoring production strategies, policies and plans;
- (b) planning details of production activities in terms of output quality and quantity, cost, time available and labour requirements;
- (c) controlling the operation of production plant and quality procedures through planning of maintenance, designation of operating hours and supply of parts and tools;
- (d) establishing and managing budgets, monitoring production output and costs, and adjusting processes and resources to minimize costs;
- (e) consulting with and informing other managers about production matters;
- (f) overseeing the acquisition and installation of new plant and equipment;
- (g) controlling the preparation of production records and reports;
- (h) coordinating the implementation of occupational health and safety requirements;
- (i) identifying business opportunities and determining products to be manufactured;
- (j) researching and implementing regulatory and statutory requirements affecting manufacturing operations and the environment;
- (k) overseeing the provision of quotes for the manufacture of specialized goods and establishing contracts with customers and suppliers;
- (l) overseeing the selection, training and performance of staff.
职业示例
Manufacturer · Manufacturing manager · Production and operations manager (manufacturing)
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。
- chemical plant managerESCO 1219.5.1本职业范围更窄
Chemical plant managers coordinate the day-to-day production of chemical products ensuring the quality of products and equipment, the safety of personnel and protection of the environment. They define and implement the investment budget, deploy industrial objectives and manage the unit as a profit center representing the company in its economic and social environment.
- chemical processing supervisorESCO 3122.4.2有重叠，但不相同
Chemical processing supervisors coordinate the activities and the staff involved in the chemical production process, ensuring the production goals and deadlines are met. They control quality and optimize chemicals processing by ensuring defined tests, analysis and quality control procedures are performed.
- chemical production managerESCO 1321.1.1.1有重叠，但不相同
Chemical production managers are responsible for the technical coordination and control of the chemical production processes. They steer one or more manufacturing units and oversee the implementation of technical and human means, within the framework of objectives of volume, quality and planning. Chemical production managers design and ensure that the production plans and schedules are met. They are responsible for implementation of the processes designed to ensure quality of the manufactured product, good working conditions and environmental practices, and safety of the workplace.
来源: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
许可: CC BY 4.0 (EU Reuse Notice)
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 |
|---|---|---|
| H2510 | Directeur / Directrice de production industrielle | 本职业范围更窄 |
| A1324 | Ingénieur / Ingénieure biogaz | 相关，但不对应 |
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 |
|---|---|---|
| 1313 | Directores de industrias manufactureras | 本职业范围更窄暂定 |
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)
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 |
|---|---|---|
| 27394 | Führungskräfte - Technische Produktionsplanung und -steuerung | 本职业范围更窄暂定 |
| 41393 | Aufsichtskräfte - Chemie | 相关，但不对应暂定 |
| 41394 | Führungskräfte - Chemie | 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 |
|---|---|---|
| 031 | 会社管理職員 | 本职业范围更窄 |
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