Staff Software Engineer - Machine Learning
Core
Building ML/RL models and systems to simulate road users for training autonomous vehicle driving policies.
Role type
Staff Software Engineer - Machine Learning (Simulation)
Builds
ML/AI models for simulating vehicles, bikers, and pedestrians; data pipelines for production deployment.
Domain
Autonomous Vehicles / Robotics / Simulation
Deliverable
production ML models
Required skills
Machine Learning, Reinforcement Learning, C++, Python, System Architecture, Data Pipelines, GPU Profiling
Preferred skills
Simulation and robotics experience, AV background, Scalable system design, Cross-system design
Technologies
Generative AI (GPT), Reinforcement Learning, Tensorflow, Pytorch
Responsibilities
Develop ML/RL models and training loops; Create ML infrastructure and data pipelines; Optimize integration for production deployment; Mentor team members.
Seniority
Staff, hands-on IC with mentorship
