The tasks · Materials ScientistsSOC 19-2032.00
Research, modeling, and computational analysis of materials properties and phenomenaWhat can do this →
88% · agentMostly automatable
Prepare technical reports, manuscripts, proposals, and research papersWhat can do this →
87% · agentMostly automatable
Design experiments, testing protocols, and research methodologiesWhat can do this →
85% · agentMostly automatable
82% · agentMostly automatable
Conduct hands-on materials testing for conformance, tolerance, and quality standardsWhat can do this →
22% · you keepBarely automatable
Monitor production processes on-site and supervise equipment operationsWhat can do this →
18% · you keepBarely automatable
The team4 agents · 4 need no setup
Materials Research & Modeling Agent
Python · The MathWorks MATLAB · R
● No integration needed
Technical Writing & Documentation Agent
Microsoft Word · Microsoft PowerPoint · Docs
● No integration needed
Experimental Design Agent
Microsoft Excel · Python · Sheets
● No integration needed
Materials Development Agent
Python · The MathWorks MATLAB · ANSYS Multiphysics
● No integration needed
You keep this
Approve final materials specifications and product recommendations for customersOwn accountability for quality and safety standard compliance decisionsPhysically conduct laboratory testing and operate specialized materials testing equipmentSupervise production floor operations and make real-time process adjustments
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.
