About DeepSim, Inc.

An AI physics simulator for AI chip design

Tech description:

Job description:

DeepSim is seeking an **AI Physics Engineer** to help build the next generation of fast, scalable physics simulation technology. This role is ideal for someone who has expertise at the intersection of modern AI models and physics-based modeling and who is excited to transform how engineers simulate complex physical systems. ### **Responsibilities** * Design and implement AI-accelerated physics models with a focus on thermal, mechanical, or fluid domains. * Train, evaluate, and refine machine learning models to improve simulation speed, accuracy, stability, and generalization. * Develop high-quality synthetic dataset generation pipelines. * Contribute to research directions by identifying opportunities for new modeling approaches, data strategies, and performance improvements. * Collaborate closely with physics, AI, and platform engineers to integrate models into production-grade simulation tools. ### **Qualifications** * Strong background in building and training AI or ML models, including dataset creation and preprocessing for scientific/engineering applications. * Experience in physics simulations, ideally in **thermal, mechanical, or fluid systems**. Background in numerical methods and experience developing numerical analysis tools is a big plus. * Solid foundation in linear algebra. * Proficiency with scientific computing tools (e.g., NumPy, PyTorch, JAX, or similar). * **Master’s or PhD in engineering, computer science, physics, applied math, or a related field.** * Comfort working in fast-paced research and production environments.

Skills:

Torch/PyTorch, Python, Linux, Machine Learning

DeepSim, Inc. remote jobs

AI Physics Engineer