Senior ML Engineer - Embodied AI Scaling Foundations
GM Automation - Sunnyvale - GM Automation - Sunnyvale, United States
R
USD 159K-230K Senior-level Full Time
Tasks
- Apply reinforcement learning
- Apply unsupervised pre training and imitation learning
- Build and improve model scaling and selection
- Deploy ML models to onboard driving systems
- Develop ML solutions for autonomous driving objectives
- Evaluate models and incorporate research advancements
- Implement object detection, tracking, classification
- Implement trajectory generation models
- Perform code reviews and technical documentation
- Provide production support for deployed models
- Scale foundation model pre training and fine tuning
- Take ML solutions from experimentation through deployment
Perks/Benefits
Skills/Tech-stack
Apache Spark | Cross-Functional Collaboration | Cross-functional | Data Processing | Foundation Models | Functional collaboration | Image classification | Imitation Learning | Machine Learning | Model Scaling | Model Training | Model selection | Model training pipelines | NumPy | Object Detection | Object Tracking | Pandas | Production Machine Learning | PyTorch | Python | Reinforcement Learning | Training pipelines | Trajectory Generation | Unsupervised Learning
Education
Regions
Countries
States
Cities
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