Machine Learning Engineer III, Routing Cost
Core
Lead the design, development, and delivery of highly trafficked recommendation systems for Mapbox's routing cost engine to optimize navigation for people, packages, and vehicles.
Role type
Senior IC Machine Learning Engineer (Routing Cost)
Builds
Recommendation systems and ML/data pipelines for the routing cost engine
Domain
Geospatial navigation, logistics, and automotive
Deliverable
production ML models
Required skills
Reinforcement Learning, Python, distributed processing pipelines (Hadoop, Spark, Airflow, Dask), geospatial algorithms, automated tuning and outlier detection, cloud infrastructure management, team leadership, code and design reviews
Preferred skills
Experience mentoring engineering teams, statistical analysis, data quality control, optimizing storage
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
Seniority
Senior, hands-on IC with team leadership
