Standard Bots is seeking a Principal Machine Learning Lead to develop and optimize AI models and training systems. The role requires a proven background working on ML planning within the autonomous vehicle space with experience using the latest techniques in diffusion and autoregressive models in a professional setting.
Requirements
- 5+ years of AI modeling experience, specifically within the self-driving car industry (or PhD with 3+ years of AI modeling experience in the self-driving car industry)
- Proven track record developing and deploying large-scale ML models
- Experience using the latest techniques in diffusion and autoregressive models in a professional setting
- Familiarity with training inference and infra pipelines that go from camera input to trajectory output for self driving or robotics
- Experience with RL (reinforcement learning)
- Strong understanding of modern ML architectures and training techniques
- Experience with model debugging, optimization, and performance tuning
- Background in implementing ML research papers and adapting academic work
Benefits
- Paid time off
- Medical/dental/vision insurance
- Life insurance
- Disability insurance
- 401(k)
- Employee Stock Options
