The tasks · Materials EngineersSOC 17-2131.00
Analyze failure data and test results to determine causes and solutionsWhat can do this →
88% · agentMostly automatable
85% · agentMostly automatable
Prepare proposals, budgets, reports, and technical documentationWhat can do this →
82% · agentMostly automatable
Design processing plants, equipment, and fabrication methodsWhat can do this →
78% · agentMostly automatable
Supervise testing, production processes, and technical staffWhat can do this →
22% · you keepBarely automatable
Conduct hands-on materials testing and modify alloy propertiesWhat can do this →
18% · you keepBarely automatable
The team4 agents · 4 need no setup
Failure Analysis Agent
Python · Microsoft Excel · MATLAB
● No integration needed
Materials Evaluation Agent
Microsoft Excel · Python · Minitab
● No integration needed
Technical Documentation Agent
Microsoft Word · Microsoft PowerPoint · Microsoft Excel
● No integration needed
Process Design Agent
AutoCAD · SolidWorks · ANSYS Multiphysics
● No integration needed
You keep this
Supervise and direct technical personnel, production operations, and quality control activitiesApprove final material selections and process designs for production implementationConduct physical laboratory testing and hands-on materials processingOwn accountability for product performance, safety standards, and regulatory compliance
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.
