Senior ML Software Engineer, Mapping
Core
Building and scaling systems for real-time data processing, machine learning pipelines, and routing/ETA models to power Lyft's transportation offerings and map services.
Role type
Senior IC machine learning engineer (geospatial/mapping)
Builds
Production ML models for environment change detection, routing, and ETA; map-based user experiences
Domain
Transportation / Geospatial mapping / Real-time data systems
Deliverable
production ML models
Required skills
Machine learning (supervised learning, forecasting, reinforcement learning, multi-armed bandits), Python, Golang, statistical modeling, optimization, data analysis, proof-of-concept development
Preferred skills
Experience with large language models, expertise in geospatial algorithms, deep learning at scale
Technologies
Python, Golang, large language models
Responsibilities
Partner with cross-functional teams to apply ML for business impact; develop statistical, ML, or optimization models; write production code to launch ML models at scale; evaluate ML systems against business goals
Seniority
Senior, hands-on IC
