Vinci
Engineering
PhysicsApplicationsResearcher(Senior)
“Physics Applications - Researcher (Senior) at Vinci. Leverage Vinci framework. Experiment with temporal propagation schemas”
What You'll Achieve.
Increase simulation throughput; Expand simulation capabilities; Support global deployment; Reduce compute load; Achieve greater accuracy; Deliver value to customers
Industry & Context.
Root cause analysis
What They're Looking For.
Must Have
4+ years experience, 2+ years experience, 2+ years using physics simulators, 2+ years building physics simulators, Applied machine learning approaches, Working knowledge of modern ML basics, Experience with modern ML practices, Contributed to production data processing system, Software engineering fundamentals, Comfort meeting software design standards, Capable of leveraging pre-existing infrastructure, CI discipline, Regression testing discipline, Validation discipline
Nice to Have
Published work leveraging simulation practice, Published work building simulation practice, Applied ML to meshing geometry, Applied ML to accelerating FEM, Applied ML to accelerating DFT simulations, Experience moving prototype to production, Leveraged simulation for design, Leveraged simulation for data generation
What You'll Do.
Leverage Vinci framework
Experiment with temporal propagation schemas
Generate training samples
Curate training samples
Generate verification samples
Curate verification samples
Prove out new utility
Iterate with customers
Carry prototypes through iteration
Carry prototypes through hardening
Deliver prototypes to customer use
How You'll Work.
Team & Collaboration
Work with Physicists; Work with AI researchers; Work with Software Engineers; Work with Computational Geometry experts
Applying for this Physics Applications - Researcher (Senior) role?
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