Principal Research Scientist
Core
Lead high-level research work-streams to deliver AI-driven simulation software for engineering and manufacturing, translating physics challenges into mathematical formulations and building predictive models.
Role type
Principal Research Scientist (AI/ML for Physics & Engineering)
Builds
AI-driven simulation software stack for engineering and manufacturing
Domain
Deep-tech, Numerical Physics, Machine Learning, Aerospace & Defense, Materials, Energy
Deliverable
production ML models
Required skills
Operator learning (neural operators), Geometric deep learning, Generative models for geometry, Deep learning, Probabilistic methods for PDEs, Python, PyTorch, CUDA, JAX, NumPy, SciPy, Network architecture design, Experiment pipeline design, Technical writing
Preferred skills
Publication record in top-tier venues (NeurIPS, ICML, CVPR, etc.), >4 years industry experience, PhD in CS/ML/Physics/Math
Technologies
PyTorch, CUDA, JAX, NumPy, SciPy
Responsibilities
Own research work-streams and set technical direction, Align priorities with stakeholders, Guide junior team members, Build ML models to predict physical system behavior, Collaborate to translate models into production code, Communicate results via publications and customer conversations
Seniority
Principal, strategy & mentorship