Machine Learning Engineer, Driver Refinement & Validation, Perception

Waymo, Mountain View, CA +3

The role

In this hybrid role, you will report to a Technical Lead Manager.

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

Waymo, Mountain View, CA +3

In this hybrid role, you will report to a Technical Lead Manager.

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