Senior Staff Machine Learning Engineer (Infrastructure Marketplace Optimization)
- Mountain View, United States
- Lead/Staff
- 3+ years
- Bachelor's degree
- Posted
Skills
Required
- ML
- programming
- backend coding languages
- C++
Preferred
- ML infrastructure
- ML models
- ML design
- model deployment
- model evaluation
- data processing
- debugging
- fine tuning
- reinforcement learning
Waymo, a leader in autonomous driving technology, as a Senior Staff Machine Learning Engineer. In this role, you will lead a team of engineers to implement and scale Waymo's Marketplace Platform and Infrastructure. You will develop ML infrastructure for real-time decision-making, experimentation, monitoring, and analysis. Additionally, you will create simulation infrastructure for marketplace optimization and ML model development.
Responsibilities
- Lead a team of engineers to implement and scale Waymo’s Marketplace Platform and Infrastructure.
- Develop ML infrastructure for automatically training and deploying sophisticated optimization and prediction ML models.
- Develop experimentation, monitoring and analysis infrastructure for analyzing ongoing deployed models.
Requirements
3+ years of experience building productionized ML models
- 6+ years of experience programming in backend coding languages
- BS degree in Computer Science or equivalent practical experience
- 2+ years of people management experience
- MS in Computer Science, or equivalent practical experience
- Experience in C++
Preferred
Technical leader experience
- 5+ years of experience with ML design and ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging, fine tuning)
- Prior experience building and deploying various ML models such as reinforcement learning
Pay
USD 251,000 - 310,000
Benefits
- Enjoy a comprehensive benefits package, including medical, dental, and vision insurance, mental health support, competitive compensation, and a hybrid work model.
jobapplier