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Staff Technical Lead Manager (Perception, Continuous Learning & Monitoring)
Waymo · San Francisco, United States
About The Role
Join Waymo, the leading self-driving technology company. As a Staff Technical Lead Manager, you will lead the Perception team, responsible for developing the system that enables the self-driving car to perceive its environment. You will work closely with downstream teams, conduct research, and have access to millions of miles of driving data. This hybrid role offers competitive compensation, comprehensive benefits, and opportunities for professional growth.
- Lead the design and implementation of data selection and incremental model updates for a multi-billion parameter model.
- Develop and deploy methods for in-field monitoring of deployed ML models, and detect improvements or regressions after a model update.
- Contribute to the development of technical roadmaps, defining team OKRs, developing believable plans to achieve the OKRs, and drive the roadmap execution.
- Experience with Python
- Bachelors in Computer Science or a similar discipline, or an equivalent amount of deep learning experience
- 5+ years experience in Machine Learning and/or Computer Vision
- 2+ year in managing ML engineering or research teams
- Experience with ML frameworks like PyTorch or JAX
- MS or PhD Degree in Machine Learning, Robotics, Computer Science or a similar discipline
- Publications at top-tier conferences like CVPR, ICCV, ECCV, ICLR, ICML, ICRA, RSS, NeurIPS, AAAI, IJCV, PAMI
- Experience with C++
- Experience with real-time system design
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