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Data Scientist, Marketplace
Data Scientist, Marketplace
The Data Scientist, Marketplace will build mathematical models for Lyft's platform, tackling diverse problems in optimization, prediction, and mapping. This role involves partnering with engineers and product managers to frame business problems, develop and implement statistical and machine learning models, and design and analyze experiments.
About the role
About the Role
Lyft’s Data Science Team builds mathematical models underpinning the platform’s core services. Compared to other technology companies of a similar size, the set of problems that we tackle is incredibly diverse. They cut across optimization, prediction, modeling, inference, transportation, and mapping. We are hiring motivated experts in each of these fields. We're looking for someone who is passionate about solving mathematical problems with data, and are excited about working in a fast-paced, innovative and collegial environment. You will report into a Science Manager.
Responsibilities
- Partner with Engineers, Product Managers, and Business Partners to frame problems, both mathematically and within the business context.
- Perform exploratory data analysis to gain a deeper understanding of the problem
- Construct and fit statistical, machine learning, or optimization models
- Write production modeling code; collaborate with Software Engineers to implement algorithms in production
- Design and run both simulated and live traffic experiments
- Analyze experimental and observational data; communicate findings; facilitate launch decisions
Experience
- Ph.D. in Statistics, Operations Research, Mathematics, Computer Science, or other quantitative fields
- 2+ years professional experience in technology companies
- Passion for solving unstructured and non-standard mathematical problems
- End-to-end experience with data, including querying, aggregation, analysis, and visualization
- Proficiency with Python, or another interpreted programming language like R or Matlab
- Willingness to collaborate and communicate with others to solve a problem
Skills
PythonRMatlabStatistical ModelingMachine LearningOptimizationData AnalysisData VisualizationExperiment Design