The opportunity
Waymo is an autonomous driving technology company with the mission to be the world's most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver—The World's Most Experienced Driver™—to improve access to…
What you'll do
Own tasks in the ML Driver, take responsibility for task performance, create: ML methods and recipes to scale and improve tasks.
Analyze behavior of ML systems in real-world application, identify issues and: root causes, advise or develop short- and long-term solutions.
Develop methods and recipes for distributed fine-tuning enabling multiple: developers to simultaneously improve the model, develop methods and recipes to avoid regression against a production system.
Monitor ML systems in production, develop methods for automatically detecting: issues or regressions, develop AI-aided analysis and debugging tooling.
Develop and maintain model evaluation recipes and metrics for measuring and: improving performance of pre-trained and fine-tuned models
Bachelors in Computer Science or a similar discipline, or an equivalent amount of deep learning experience
What they're looking for
- + years experience in Machine Learning and/or Computer Vision
- Experience with Python or C++
- Experience with ML frameworks like PyTorch or JAX
- MS or PhD Degree in Machine Learning, Robotics, Computer Science or a similar discipline
