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optimization forecasting sql python machine learning📋 Description
- Design, formulate, and solve optimization for pricing, pay, and allocation.
- Build, deploy, and maintain production ML/optimization models.
- Collaborate with software engineers to integrate algorithms into live systems.
- Own the full model lifecycle from framing to deployment.
- Apply first-principles reasoning to marketplace challenges.
- Drive large-scale technical projects aligned with business goals.
🎯 Requirements
- MS in operations research, IE, math, CS, stats, econ, or related field.
- 4+ years hands-on experience in optimization and/or ML in production.
- Advanced Python and SQL in production code.
- End-to-end data work: querying, aggregation, analysis, visualization.
- Excellent communication with engineers, analysts, and stakeholders.
- PhD in a quantitative field preferred; pricing optimization or marketplace design.
🎁 Benefits
- Medical, dental, and vision insurance options.
- Mental health benefits.
- 18 weeks paid parental leave; PTO details.
- Family building benefits; child care and pet benefits.
- 401(k) plan with company match.
- Subsidized commuter benefits; Lyft credits and Lyft Pink membership.
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