(Senior) Machine Learning Engineer - Reinforcement Learning
Tasks
- Build scalable ML training systems
- Collaborate with cross functional teams to improve metrics
- Create repeatable training and evaluation loops
- Design data and evaluation systems using RL from human preferences
- Design reward and preference objectives
- Develop simulation aligned evaluation workflows
- Implement reinforcement learning algorithms
- Monitor and optimize production models
- Own production ML for fleet scale assessment
- Ship deep learning solutions for driving behavior
Perks/Benefits
- Family leave
- Free food and snacks
- Health care plan
- Life insurance
- Long-term disability
- Paid time off
- Retirement plan
- Short-term disability
Skills/Tech-stack
Data Processing | Deep learning | Distributed Training | Generative Models | Human Feedback | Language Models | Large Language Models | Large Scale Data | Large-scale | Learning from Human Feedback | Machine Learning | Offline Reinforcement Learning | Online Reinforcement Learning | PyTorch | Python | Reinforcement Learning | Reinforcement Learning from Human Feedback | Reward Modeling | Sequence Modeling | Simulation | Vision Language Models | Vision-language
Education
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