AI exposure by occupation, O*NET 11-9041.01
Will AI replace Biofuels/Biodiesel Technology and Product Development Managers?
Biofuels/Biodiesel Technology and Product Development Managers: AI can already handle 1 of 18 tasks; the work mostly needs a frontier-tier model.
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Every task, scored
The 18 tasks O*NET 30.3 lists for Biofuels/Biodiesel Technology and Product Development 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 |
|---|---|---|---|
| Analyze data from biofuels studies, such as fluid dynamics, water treatments, or solvent extraction and recovery processes. | Estimated | Standard | |
| Design or conduct applied biodiesel or biofuels research projects on topics, such as transport, thermodynamics, mixing, filtration, distillation, fermentation, extraction, and separation. | Estimated | Frontier | |
| Prepare, or oversee the preparation of, experimental plans for biofuels research or development. | Estimated | Frontier | |
| Provide technical or scientific guidance to technical staff in the conduct of biofuels research or development. | Estimated | Frontier | |
| Prepare biofuels research and development reports for senior management or technical professionals. | Estimated | Standard | |
| Develop lab scale models of industrial scale processes, such as fermentation. | Estimated | Standard | |
| Oversee biodiesel/biofuels prototyping or development projects. | Estimated | Frontier | |
| Develop methods to estimate the efficiency of biomass pretreatments. | Estimated | Frontier | |
| Conduct research to breed or develop energy crops with improved biomass yield, environmental adaptability, pest resistance, production efficiency, bioprocessing characteristics, or reduced environmental impacts. | Estimated | Standard | |
| Develop computational tools or approaches to improve biofuels research and development activities. | Estimated | Frontier | |
| Develop separation processes to recover biofuels. | Estimated | Frontier | |
| Design chemical conversion processes, such as etherification, esterification, interesterification, transesterification, distillation, hydrogenation, oxidation or reduction of fats and oils, and vegetable oil refining. | Estimated | Frontier | |
| Design or execute solvent or product recovery experiments in laboratory or field settings. | Estimated | Frontier | |
| Develop methods to recover ethanol or other fuels from complex bioreactor liquid and gas streams. | Estimated | Frontier | |
| Propose new biofuels products, processes, technologies or applications based on findings from applied biofuels or biomass research projects. | Estimated | Frontier | |
| Conduct experiments on biomass or pretreatment technologies. | Estimated | Standard | |
| Conduct experiments to test new or alternate feedstock fermentation processes. | Estimated | Standard | |
| Perform protein functional analysis and engineering for processing of feedstock and creation of biofuels. | Estimated | Standard |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 18 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 18 of 18. 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 100% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.
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
- 220,260
- Median annual wage
- $171,270
- Middle half of earners
- $139,360 to $212,500
- Projected change, 2024 to 2034
- +3.8%
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 82% skill overlap, about 7 months to move Exposure48
- Biofuels Processing Technicians 68% skill overlap, about 11 months to move Exposure28
- Wind Energy Development Managers 63% skill overlap, about 13 months to move Exposure53
- Biomass Power Plant Managers 63% skill overlap, about 13 months to move Exposure57
- Bioengineers and Biomedical Engineers 61% skill overlap, about 14 months to move Exposure56
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Biofuels/Biodiesel Technology and Product Development Managers and AI
Will AI replace Biofuels/Biodiesel Technology and Product Development Managers?
AI already handles 1 of the 18 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 51 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 +3.8% from 2024 to 2034.
What is the AI exposure of Biofuels/Biodiesel Technology and Product Development Managers?
51 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 18 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 18 are estimated from each task's O*NET work activity.
Which Biofuels/Biodiesel Technology and Product Development Managers tasks can AI already do?
The tasks with the highest exposure are: Analyze data from biofuels studies, such as fluid dynamics, water treatments, or solvent extraction and recovery 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 100% 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/Biodiesel Technology and Product Development Managers, and what do they earn?
220,260 people in the United States, with a median annual wage of $171,270 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +3.8% 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/Biodiesel Technology and Product Development 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-biodiesel-technology-and-product-development-managers
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