Staff Machine Learning Engineer, Simulation
Staff Machine Learning Engineer, Simulation
Staff Machine Learning Engineer, Simulation
Waymo
Waymo, an autonomous driving technology company, is seeking a Staff Machine Learning Engineer for its Driver Understanding and Evaluation team. This role focuses on developing machine learning models and data systems to enhance the evaluation of the Waymo Driver, contributing to the company's mission of improving mobility and safety through autonomous technology.
Qualification
- Experience in developing and deploying machine learning models, particularly in deep learning and reinforcement learning
- Strong programming skills in Python and familiarity with machine learning frameworks such as TensorFlow or PyTorch
- Ability to work collaboratively with cross-functional teams, including product and business teams
- Experience with data analysis and user feedback mechanisms
- Strong problem-solving skills and a passion for improving technology performance
Responsibility
- Lead the development of cutting-edge Deep Learning and machine learning models to enhance human-led triaging and introduce automation for high-volume workflows
- Proactively monitor and assimilate best practices from within Alphabet and the broader industry to develop a Reinforcement Learning from human preference-based data collection and evaluation system
- Enhance User Feedback Analysis, collaborating with product and business teams to design and implement tools for multi-label classifications, sentiment assessment, comment summarization, root cause analysis, and trend analysis of rider feedback
- Oversee the production and optimization of machine learning models aiming to assess Waymo’s expansive fleet of vehicles
- Build and operate scalable machine learning and data systems, simulation workflow, and insight tools to improve evaluation processes
