Data Scientist
Core
Partner with engineers and product managers to frame mathematical and business problems, build statistical/ML models, and facilitate launch decisions for Lyft's operations.
Role type
Data Scientist
Builds
Production modeling code and algorithms for traffic experiments and operational optimization
Domain
Ride-sharing / Transportation / Operations Research
Deliverable
production ML models
Required skills
Statistical modeling, Machine learning, Optimization, Exploratory data analysis, Python, R, MATLAB, End-to-end data querying and visualization
Responsibilities
Partner with engineers and product managers to frame problems, Construct and fit statistical or optimization models, Design and run simulated and live traffic experiments, Analyze experimental and observational data, Write production modeling code, Communicate findings to facilitate launch decisions
Seniority
Mid-level, hands-on IC
