AI exposure by occupation, O*NET 11-3051.00
Will AI replace Industrial Production Managers?
Industrial Production Managers: AI can already handle 5 of 21 tasks; the work mostly needs a frontier-tier model.
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Every task, scored
The 21 tasks O*NET 30.3 lists for Industrial Production Managers, from most to least exposed. 5 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| 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. | Estimated | Standard | |
| Review operations and confer with technical or administrative staff to resolve production or processing problems. | Estimated | Frontier | |
| Hire, train, evaluate, or discharge staff or resolve personnel grievances. | Estimated | Standard | |
| Review plans and confer with research or support staff to develop new products or processes. | Estimated | Frontier | |
| Coordinate or recommend procedures for facility or equipment maintenance or modification, including the replacement of machines. | Estimated | Frontier | |
| Direct or coordinate production, processing, distribution, or marketing activities of industrial organizations. | Estimated | Frontier | |
| Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports to detect production problems. | Estimated | Standard | |
| Develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets. | Estimated | Frontier | |
| Initiate or coordinate inventory or cost control programs. | Estimated | Frontier | |
| Develop or enforce procedures for normal operation of manufacturing systems. | Estimated | Frontier | |
| Prepare reports on operations and system productivity or efficiency. | Observed | Efficient | |
| Negotiate materials prices with suppliers. | Estimated | Standard | |
| Conduct site audits to ensure adherence to safety and environmental regulations. | Estimated | Efficient | |
| Implement operational and emergency procedures. | Estimated | Efficient | |
| Monitor permit requirements for updates. | Estimated | Efficient | |
| Optimize operational costs and productivity consistent with safety and environmental rules and regulations. | Estimated | Standard | |
| Supervise subordinate employees. | Estimated | Standard | |
| Prepare and maintain production reports or personnel records. | Estimated | Efficient | |
| Maintain current knowledge of the quality control field, relying on current literature pertaining to materials use, technological advances, or statistical studies. | Estimated | Efficient | |
| Maintain records to demonstrate compliance with safety and environmental laws, regulations, or policies. | Estimated | Efficient | |
| Set and monitor product standards, examining samples of raw products or directing testing during processing, to ensure finished products are of prescribed quality. | Estimated | No tier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 1 of 21 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 20 of 21. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A frontier-tier model or lower covers 94% of the role's importance-weighted task work. 94% of the work is something AI can address at some tier, and 6% is hands-on.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 246,250
- Median annual wage
- $126,060
- Middle half of earners
- $98,160 to $161,880
- Projected change, 2024 to 2034
- +1.9%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034. BLS publishes these figures by SOC code, so O*NET occupations that share a SOC code show the same figures.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Biofuels Production Managers 73% skill overlap, about 10 months to move Exposure48
- Industrial Engineers 69% skill overlap, about 11 months to move Exposure45
- General and Operations Managers 69% skill overlap, about 11 months to move Exposure54
- First-Line Supervisors of Production and Operating Workers 69% skill overlap, about 11 months to move Exposure38
- Geothermal Production Managers 66% skill overlap, about 12 months to move Exposure54
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Industrial Production Managers and AI
Will AI replace Industrial Production Managers?
AI already handles 5 of the 21 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 42 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +1.9% from 2024 to 2034.
What is the AI exposure of Industrial Production Managers?
42 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 1 of the 21 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 20 are estimated from each task's O*NET work activity.
Which Industrial Production Managers tasks can AI already do?
The tasks with the highest exposure are: 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; Review operations and confer with technical or administrative staff to resolve production or processing problems; Hire, train, evaluate, or discharge staff or resolve personnel grievances. They are three of the 5 tasks that reach 60 or more.
What AI model tier does this role need?
A frontier-tier model or lower covers 94% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Industrial Production Managers, and what do they earn?
246,250 people in the United States, with a median annual wage of $126,060 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +1.9% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Industrial Production Managers. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/industrial-production-managers
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