Machine Learning Engineer III
Core
Lead the design, development, and delivery of highly trafficked recommendation systems for the routing cost engine to optimize navigation patterns and traffic.
Role type
Senior IC Machine Learning Engineer (Routing Cost)
Builds
Recommendation systems, ML and data pipelines, automated quality assurance tools, and tuning algorithms for the routing cost engine.
Domain
Geospatial navigation, traffic telemetry, distributed systems
Deliverable
production ML models
Required skills
Reinforcement Learning, Python, distributed processing pipelines (Hadoop, Spark, Airflow, Dask), statistical analysis, data quality control, cloud infrastructure management, geospatial algorithms, automated tuning, outlier detection
Preferred skills
Mentoring engineering teams, leading technical strategy, cross-functional collaboration
Technologies
AWS, Hadoop, Spark, Airflow, Dask
Responsibilities
Lead engineering teams to execute end-to-end feature implementation; Design and build new ML and data pipelines; Build tools for automated quality assurance and data exploration; Partner with data scientists to improve models for movement and traffic patterns; Mentor colleagues and participate in code and design reviews; Participate in on-call rotation for 24/7 system availability.
