Machine Learning Engineer III
Core
Design, develop, and deliver highly trafficked recommendation systems for the routing cost engine to optimize navigation for people, packages, and vehicles.
Role type
Senior 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, cloud infrastructure
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
Leading engineering teams, mentoring colleagues, code and design reviews, on-call rotation management
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; Leverage geospatial algorithms to optimize pipelines; Partner with data scientists to improve models; Mentor colleagues and participate in code and design reviews; Participate in an on-call rotation to ensure system availability.
Seniority
Senior, hands-on IC with team leadership
