Machine Learning Engineer III
Core
Lead the design, development, and delivery of highly trafficked recommendation systems for the routing cost engine within Mapbox's navigation platform.
Role type
Senior IC Machine Learning Engineer (Routing Systems)
Builds
Recommendation systems, ML and data pipelines, automated quality assurance tools, and tuning algorithms for routing cost optimization.
Domain
Geospatial technology, navigation, distributed systems, cloud infrastructure
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, team leadership, code review, on-call rotation management
Preferred skills
Experience mentoring engineering teams, driving technical vision and strategy, cross-functional collaboration
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 to ensure 24/7 system availability
