Systems Engineer: Physics Simulation & ML Integration

Vinci4D; Palo Alto, Northern (CA, KY); Hybrid; USD 140,000 - 220,000; Full time

Job summary

Vinci4D is seeking a Systems Engineer to join our team in Palo Alto, CA. You will validate simulation systems empirically, evaluate cutting-edge ML and solver solutions, and build runtime evaluation mechanisms that demonstrate high-value results for customers.

You will collaborate with physicists, AI researchers, software engineers, and computational geometry experts to deliver scalable validation workflows and robust solutions that push the boundaries of physics-based hardware design and

Qualifications

• Prior experience using or building physics simulators.
• Experience as a systems engineer in a production environment.
• Basic understanding of solver mechanisms; Numerical optimization and convergence criteria are a plus.
• Working knowledge of ML basics (backprop, loss functions, embeddings, transformers).
• Understanding of statistics and data science methods (uncertainty quantification, Bayes).

Responsibilities

• Develop runtime evaluation mechanisms for simulation systems.
• Collaborate with ML and Solver teams to validate approaches.
• Work with software engineers to implement designs and demonstrate validity.
• Interface with physicists, AI researchers, software engineers and geometry experts.

Skills

Physics simulators

Systems engineer

ML basics

Statistics & data science

Solver basics

Job description

Vinci4D is seeking a Systems Engineer to join our team in Palo Alto, CA. You will validate simulation systems empirically, evaluate cutting-edge ML and solver solutions, and build runtime evaluation mechanisms that demonstrate high-value results for customers.

You will collaborate with physicists, AI researchers, software engineers, and computational geometry experts to deliver scalable validation workflows and robust solutions that push the boundaries of physics-based hardware design and