Machine Learning Engineer III
Core
Lead the design, development, and delivery of highly trafficked recommendation systems for Mapbox's routing cost engine, optimizing geospatial pipelines and traffic pattern analysis.
Role type
Senior Machine Learning Engineer (Routing & Geospatial)
Builds
Recommendation systems, ML/data pipelines, automated QA tools, and tuning algorithms for the routing cost engine.
Domain
Geospatial technology, navigation, traffic telemetry, distributed systems
Deliverable
production ML models
Required skills
Python, distributed processing pipelines (Hadoop, Spark, Airflow, Dask), statistical analysis, data quality control, cloud infrastructure management, geospatial algorithms, automated tuning, outlier detection, team leadership, code review
Preferred skills
Experience mentoring engineering teams, experience with 3D styling or in-vehicle navigation systems
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/traffic patterns, mentor colleagues and participate in code reviews, participate in on-call rotation for system availability
Seniority
Senior, hands-on IC with leadership responsibilities
