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Posted a day ago
Senior Data Scientist
LyftSenior Data Scientist - Optimization, Central Market Management & AI
Perks & benefits
Medical InsuranceHealth InsuranceFamily Medical Insurance
Requirements
M.S. in quantitative field, 4+ years experience in ML/Optimization production, Proficiency in Python and SQL, End-to-end data experience
Skills
PythonSQLMachine LearningOptimization
About the role
Responsibilities
- Design, formulate, and solve complex mathematical optimization problems for pricing, pay, incentives, and resource allocation
- Build, deploy, and maintain production-grade ML and optimization models
- Own the full model lifecycle from prototyping through production deployment
- Drive large-scale technical projects and influence the multi-quarter technical roadmap
- Partner with Data Scientists, Engineers, and Product Managers to frame business problems mathematically
- Serve as a subject matter expert on optimization and modeling to provide technical guidance
Requirements
- M.S. in Operations Research, Industrial Engineering, Mathematics, Computer Science, Statistics, Economics, or a quantitative field
- 4+ years of experience developing and deploying optimization or machine learning models in production
- Advanced proficiency in Python and SQL
- Experience with end-to-end data querying, aggregation, analysis, and visualization
- Strong communication skills and experience working with cross-functional stakeholders
Preferred Qualifications
- Ph.D. in a quantitative field
- Experience in pricing optimization, marketplace design, or resource allocation in two-sided marketplaces
- Proven track record of delivering business value through experimental design and causal inference
- Deep understanding of marketplace equilibrium and system-wide dynamics
- Experience productionizing algorithms for real-time decision systems
- Exposure to modern AI/ML frameworks
Benefits
- Medical, dental, and vision insurance
- Mental health and family building benefits
- Child care and pet benefits
- 401(k) plan with company match
- Discretionary paid time off and 18 weeks of paid parental leave
- Subsidized commuter benefits
- Monthly Lyft credits and complimentary Lyft Pink membership
About the Company
Lyft's Central Market Management & AI team develops foundational models, business datasets, and decision-making applications that power pricing, pay strategy, and operational alignment to maintain an efficient marketplace.
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Lyft · San Francisco
