Software QA Engineer - Physics AI
Core
Validate the accuracy, robustness, and reliability of AI/ML models integrated into desktop engineering simulation products (CAE/Physics AI) by comparing predictions against traditional solver results.
Role type
Senior IC Software QA Engineer (Physics AI/Engineering Simulation)
Builds
AI-enabled engineering simulation capabilities for design, simulation, and manufacture across industries
Domain
Industrial software, CAE, Engineering AI, Physics-based simulation
Deliverable
production ML models
Required skills
CAE and engineering simulation workflows, AI/ML model validation, Python/C scripting, automated test development, root cause analysis, cross-functional collaboration
Preferred skills
Testing surrogate models, comparing AI predictions with CFD/FEA solver results, Windows/UNIX/Linux environments, JIRA/Xray/Git, system-level testing
Technologies
PyTest, Ranorex, Selenium, Simcenter, HyperView, Simcenter 3D Post
Responsibilities
Validate Physics AI capabilities against traditional solver results; Drive end-to-end QA activities across the SDLC; Design functional, stress, performance, and end-to-end test scenarios; Develop and maintain automated tests using scripting frameworks; Investigate complex technical issues and drive resolutions; Improve quality engineering practices and champion best practices; Collaborate with Development, AI/ML, DevOps, and Product teams
Seniority
Mid-Senior, hands-on IC