Staff Machine Learning Engineer, Data Flywheel

Waymo is an autonomous driving technology company with the mission to be the world's most trusted driver. The Staff Machine Learning Engineer will focus on developing large scale data sets and infrastructure to support machine learning models and their evaluation, collaborating with various teams to streamline processes and enhance model performance.

Responsibilities:

• Create large scale data sets and training recipes, develop methods and recipes for human and machine labeling of data sets
• Develop methods for data mining and recipes for automated data collection/model update flywheels
• Develop methods and recipes for evaluating real-world performance of models, and detecting regressions in model updates
• Understand the data needs of the problem domain team and design scalable infra solutions that support model improvement and product expansion
• Design, build and implement ML data infra and validate the changes to support the continuing scaling of VLM data needs
• Collaborate with ML infrastructure teams and the problem domain team to address issues and bottlenecks and streamline validation