Machine Learning Engineer III
Core
Lead the design, development, and delivery of highly trafficked recommendation systems for the routing cost engine to optimize navigation for people, packages, and vehicles.
Role type
Senior IC Machine Learning Engineer (Routing & Recommendation Systems)
Builds
End-to-end ML and data pipelines, automated quality assurance tools, and tuning algorithms for the routing cost engine.
Domain
Geospatial navigation, distributed systems, traffic telemetry
Deliverable
production ML models
Required skills
Python, distributed processing pipelines (Hadoop, Spark, Airflow, Dask), geospatial algorithms, statistical analysis, data quality control, cloud infrastructure management, automated tuning, outlier detection
Preferred skills
Mentorship, code and design review leadership, on-call rotation readiness
Technologies
AWS, Python, 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 an on-call rotation for 24/7 system availability.
