The tasks · Biofuels/Biodiesel Technology and Product Development ManagersSOC 11-9041.01
Analyze biofuels data and evaluate production metricsWhat can do this →
88% · agentMostly automatable
Develop computational models and process simulationsWhat can do this →
85% · agentMostly automatable
Design process specifications and operating strategiesWhat can do this →
78% · agentMostly automatable
Prepare research reports and technical documentationWhat can do this →
64% · agentPartly automatable
Conduct laboratory experiments and test processesWhat can do this →
22% · you keepBarely automatable
Supervise technical staff and direct operationsWhat can do this →
18% · you keepBarely automatable
The team4 agents · 4 need no setup
Biofuels Data Analysis Agent
Python · Microsoft Excel · Microsoft SQL Server
● No integration needed
Process Modeling Agent
Python · National Instruments LabVIEW · Microsoft Visio
● No integration needed
Technical Reporting Agent
Microsoft Word · Microsoft PowerPoint · Microsoft Excel
● No integration needed
Process Design Agent
Python · Microsoft Visio · Microsoft Project
● No integration needed
You keep this
Approve final experimental plans and research directionsOwn accountability for lab safety and regulatory complianceMake go/no-go decisions on new product development investmentsConduct hands-on laboratory experiments and physical testing
Automatability scores estimate how much of a task an agent can reliably do today, grounded in O*NET task data. They are not predictions of job loss.
Start with these three
The most automatable work in this job, and the one tool we would use for each. Every task has a page of its own with the reasoning and every occupation that does it.
