Senior Simulation Engineer - Machine Learning
Core
Lead the adoption and integration of advanced machine learning technologies, including world foundation models, into large-scale simulation workflows for autonomous and assisted driving software.
Role type
Senior IC simulation engineer specializing in machine learning integration
Builds
Scalable simulation subsystems and workflows for AD/ADAS virtual verification and validation
Domain
Automotive / Autonomous Driving / Machine Learning
Deliverable
production ML models
Required skills
Machine learning frameworks (PyTorch, Jax, Tensorflow), Python, Rust, C++, data sampling and curation, model training, inference optimization, agent frameworks, scenario engine design, sensor simulation
Preferred skills
Foundation models, pre-training and efficient fine-tuning, multimodal Transformer architectures, real-time systems, CI/CD, automotive autonomy domain
Technologies
PyTorch, Jax, Tensorflow, Python, Rust, C++
