AI exposure by occupation, O*NET 11-3051.03
Will AI replace Biofuels Production Managers?
Biofuels Production Managers: AI can already handle 1 of 14 tasks; the work mostly needs a frontier-tier model.
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Every task, scored
The 14 tasks O*NET 30.3 lists for Biofuels Production Managers, from most to least exposed. 1 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes. | Estimated | Standard | |
| Supervise production employees in the manufacturing of biofuels, such as biodiesel or ethanol. | Estimated | Frontier | |
| Manage operations at biofuels power generation facilities, including production, shipping, maintenance, or quality assurance activities. | Estimated | Frontier | |
| Monitor meters, flow gauges, or other real-time data to ensure proper operation of biofuels production equipment, implementing corrective measures as needed. | Estimated | Standard | |
| Monitor transportation and storage of flammable or other potentially dangerous feedstocks or products to ensure adherence to safety guidelines. | Estimated | Standard | |
| Draw samples of biofuels products or secondary by-products for quality control testing. | Estimated | Standard | |
| Provide direction to employees to ensure compliance with biofuels plant safety, environmental, or operational standards and regulations. | Estimated | Frontier | |
| Confer with technical and supervisory personnel to report or resolve conditions affecting biofuels plant safety, operational efficiency, and product quality. | Estimated | Standard | |
| Provide training to subordinate or new employees to improve biofuels plant safety or increase the production of biofuels. | Estimated | Standard | |
| Shut down and restart biofuels plant or equipment in emergency situations or for equipment maintenance, repairs, or replacements. | Estimated | Efficient | |
| Prepare and manage biofuels plant or unit budgets. | Estimated | Frontier | |
| Conduct cost, material, and efficiency studies for biofuels production plants or operations. | Estimated | Standard | |
| Approve proposals for the acquisition, replacement, or repair of biofuels processing equipment or the implementation of new production processes. | Estimated | Standard | |
| Adjust temperature, pressure, vacuum, level, flow rate, or transfer of biofuels to maintain processes at required levels. | Estimated | No tier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 14 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 14 of 14. 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 93% of the role's importance-weighted task work. 93% of the work is something AI can address at some tier, and 7% 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/Biodiesel Technology and Product Development Managers 82% skill overlap, about 7 months to move Exposure51
- Biomass Power Plant Managers 79% skill overlap, about 7 months to move Exposure57
- Biofuels Processing Technicians 76% skill overlap, about 9 months to move Exposure28
- Industrial Production Managers 73% skill overlap, about 10 months to move Exposure42
- Geothermal Production Managers 69% skill overlap, about 11 months to move Exposure54
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Biofuels Production Managers and AI
Will AI replace Biofuels Production Managers?
AI already handles 1 of the 14 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 48 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 Biofuels Production Managers?
48 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. 0 of the 14 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 14 are estimated from each task's O*NET work activity.
Which Biofuels Production Managers tasks can AI already do?
The tasks with the highest exposure are: Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes. It is the only task that reach 60 or more.
What AI model tier does this role need?
A frontier-tier model or lower covers 93% 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 Biofuels 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: Biofuels 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/biofuels-production-managers
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