工业生产经理

管理

AI暴露度

  • 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

    来源数据集（XLSX 文件下载）

  • 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
    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

    来源数据集

  • 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

    ISCO-08职业小类单位 — 共用同一代码的职业取值相同

    本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 48%。

    来源数据集

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
TaskClaude.aiRaw / share %
Evaluate power production or demand trends to identify opportunities for improved operations.

11-3051

0.010049.7
Identify opportunities to improve plant electrical equipment, controls, or process control methodologies.

11-3051

0.005025.1
Develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets.

11-3051

0.00178.7
Develop or implement policy evaluation procedures for hydroelectric generation activities.

11-3051

0.00178.7
Develop or implement projects to improve efficiency, economy, or effectiveness of hydroelectric plant operations.

11-3051

0.00157.7
Not observed on any surface — 90 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.
Direct or coordinate production, processing, distribution, or marketing activities of industrial organizations.
—0
Review processing schedules or production orders to make decisions concerning inventory requirements, staffing requirements, work procedures, or duty assignments, considering budgetary limitations and time constraints.
—0
Review operations and confer with technical or administrative staff to resolve production or processing problems.
—0
Hire, train, evaluate, or discharge staff or resolve personnel grievances.
—0
Initiate or coordinate inventory or cost control programs.
—0
Prepare and maintain production reports or personnel records.
—0
Set and monitor product standards, examining samples of raw products or directing testing during processing, to ensure finished products are of prescribed quality.
—0
Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports, to detect production problems.
—0
Review plans and confer with research or support staff to develop new products or processes.
—0
Institute employee suggestion or involvement programs.
—0
Coordinate or recommend procedures for facility or equipment maintenance or modification, including the replacement of machines.
—0
Maintain current knowledge of the quality control field, relying on current literature pertaining to materials use, technological advances, or statistical studies.
—0
Negotiate materials prices with suppliers.
—0
Stop production if serious product defects are present.
—0
Review statistical studies, technological advances, or regulatory standards and trends to stay abreast of issues in the field of quality control.
—0
Generate and maintain quality control operating budgets.
—0
Evaluate new testing and sampling methodologies or technologies to determine usefulness.
—0
Coordinate the selection and implementation of quality control equipment such as inspection gauges.
—0
Collect and analyze production samples to evaluate quality.
—0
Verify that raw materials, purchased parts or components, in-process samples, and finished products meet established testing and inspection standards.
—0
Review quality documentation necessary for regulatory submissions and inspections.
—0
Review and update standard operating procedures or quality assurance manuals.
—0
Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends.
—0
Participate in the development of product specifications.
—0
Instruct vendors or contractors on quality guidelines, testing procedures, or ways to eliminate deficiencies.
—0
Identify quality problems or areas for improvement and recommend solutions.
—0
Instruct staff in quality control and analytical procedures.
—0
Identify critical points in the manufacturing process and specify sampling procedures to be used at these points.
—0
Document testing procedures, methodologies, or criteria.
—0
Direct the tracking of defects, test results, or other regularly reported quality control data.
—0
Create and implement inspection and testing criteria or procedures.
—0
Communicate quality control information to all relevant organizational departments, outside vendors, or contractors.
—0
Analyze quality control test results and provide feedback and interpretation to production management or staff.
—0
Oversee workers including supervisors, inspectors, or laboratory workers engaged in testing activities.
—0
Monitor performance of quality control systems to ensure effectiveness and efficiency.
—0
Direct product testing activities throughout production cycles.
—0
Review and approve quality plans submitted by contractors.
—0
Audit and inspect subcontractor facilities including external laboratories.
—0
Monitor development of new products to help identify possible problems for mass production.
—0
Confer with marketing and sales departments to define client requirements and expectations.
—0
Conduct well field site assessments.
—0
Select and implement corrosion control or mitigation systems for geothermal plants.
—0
Communicate geothermal plant conditions to employees.
—0
Record, review or maintain daily logs, reports, maintenance, and other records associated with geothermal operations.
—0
Perform or direct the performance of preventative maintenance on geothermal plant equipment.
—0
Monitor geothermal operations, using programmable logic controllers.
—0
Identify and evaluate equipment, procedural, or conditional inefficiencies involving geothermal plant systems.
—0
Develop operating plans and schedules for geothermal operations.
—0
Develop or manage budgets for geothermal operations.
—0
Supervise employees in geothermal power plants or well fields.
—0
Oversee geothermal plant operations, maintenance, and repairs to ensure compliance with applicable standards or regulations.
—0
Inspect geothermal plant or injection well fields to verify proper equipment operations.
—0
Troubleshoot and make minor repairs to geothermal plant instrumentation or electrical systems.
—0
Prepare environmental permit applications or compliance reports.
—0
Obtain permits for constructing, upgrading, or operating geothermal power plants.
—0
Negotiate interconnection agreements with other utilities.
—0
Manage parts and supply inventories for biomass plants.
—0
Monitor and operate communications systems, such as mobile radios.
—0
Supervise operations or maintenance employees in the production of power from biomass such as wood, coal, paper sludge, or other waste or refuse.
—0
Review logs, datasheets, or reports to ensure adequate production levels and safe production environments or to identify abnormalities with power production equipment or processes.
—0
Review biomass operations performance specifications to ensure compliance with regulatory requirements.
—0
Prepare reports on biomass plant operations, status, maintenance, and other information.
—0
Prepare and manage biomass plant budgets.
—0
Plan and schedule plant activities such as wood, waste, or refuse fuel deliveries, ash removal, and regular maintenance.
—0
Inspect biomass gasification processes, equipment, and facilities for ways to maximize capacity and minimize operating costs.
—0
Supervise biomass plant or substation operations, maintenance, repair, or testing activities.
—0
Monitor the operating status of biomass plants by observing control system parameters, distributed control systems, switchboard gauges, dials, or other indicators.
—0
Conduct field inspections of biomass plants, stations, or substations to ensure normal and safe operating conditions.
—0
Test, maintain, or repair electrical power distribution machinery or equipment, using hand tools, power tools, and testing devices.
—0
Compile and record operational data on forms or in log books.
—0
Adjust equipment controls to generate specified amounts of electrical power.
—0
Shut down and restart biomass power plants or equipment in emergency situations or for equipment maintenance, repairs, or replacements.
—0
Operate controls to start, stop, or regulate biomass-fueled generators, generator units, boilers, engines, or auxiliary systems.
—0
Provide technical direction in the erection or commissioning of hydroelectric equipment or supporting electrical or mechanical systems.
—0
Supervise hydropower plant equipment installations, upgrades, or maintenance.
—0
Respond to problems related to ratepayers, water users, power users, government agencies, educational institutions, or other private or public power resource interests.
—0
Plan or manage hydroelectric plant upgrades.
—0
Plan or coordinate hydroelectric production operations to meet customer requirements.
—0
Perform or direct preventive or corrective containment or cleanup to protect the environment.
—0
Operate energized high- or low-voltage hydroelectric power transmission system substations, according to procedures and safety requirements.
—0
Negotiate power generation contracts with other public or private utilities.
—0
Maintain records of hydroelectric facility operations, maintenance, or repairs.
—0
Monitor or inspect hydroelectric equipment, such as hydro-turbines, generators, or control systems.
—0
Inspect hydroelectric facilities, including switchyards, control houses, or relay houses, for normal operation or adherence to safety standards.
—0
Identify and communicate power system emergencies.
—0
Develop or review budgets, annual plans, power contracts, power rates, standing operating procedures, power reviews, or engineering studies.
—0
Create or enforce hydrostation voltage schedules.
—0
Check hydroelectric operations for compliance with prescribed operating limits, such as loads, voltages, temperatures, lines, or equipment.
—0
Supervise or monitor hydroelectric facility operations to ensure that generation or mechanical equipment conform to applicable regulations or standards.
—0
Direct operations, maintenance, or repair of hydroelectric power facilities.
—0

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

职业信息