Production-Scale Physics ML Researcher

Getvinci; Palo Alto (CA); On-site; USD 90,000 - 130,000; Full time

Job summary

Getvinci in Palo Alto, California seeks a physics simulation specialist to enhance our operator intelligence infrastructure. You will work alongside a talented team to develop and implement machine learning models for physics simulations.

Ideal candidates have significant experience in simulation practices, applied machine learning, and a track record of impacting production environments. Join us to shape the future of hardware program operations!

Qualifications

• Have published work leveraging or building a simulation practice.
• 2+ years using or building physics simulators.
• Applied machine learning approaches required.
• Familiar with back propagation, loss functions, and embeddings.

Responsibilities

• Leverage Vinci framework for novel applications.
• Work with Physicists and Software Engineers.
• Contribute to expanding the unified model architecture.

Skills

Published work in simulation practice

Experience with physics simulators

Applied machine learning approaches

Modern ML basics

Experience with PyTorch, Numpy, CUDA

Experience with production data processing systems

Education

MS/MSc with 4+ years or PhD with 2+ years

Tools

FEM

FEA

Molecular Dynamics

FDTD

Computer Vision

GraphNN

Transformer Architectures

Job description

Getvinci in Palo Alto, California seeks a physics simulation specialist to enhance our operator intelligence infrastructure. You will work alongside a talented team to develop and implement machine learning models for physics simulations.

Ideal candidates have significant experience in simulation practices, applied machine learning, and a track record of impacting production environments. Join us to shape the future of hardware program operations!