Machine Learning Engineer: Imitation and Reinforcement Learning for Robotics
Bedrock Robotics Inc, San Francisco, CA
What you will do
- Design, train, validate, and launch models for behavior cloning and reinforcement learning
- Build and maintain data ingestion, labeling, and management pipelines to ensure high-quality training datasets
- Build metrics to evaluate model performance in open loop, simulation, and in the real world
- Collaborate with simulation, systems, and infrastructure teams to integrate ML models into real-world autonomous systems
- Deploy and debug these models in real-world environments, addressing practical issues such as latency, hardware constraints, and system integration