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LyftLyftSan Francisco, CA

Applied Scientist- Pricing, Dynamic Pricing & Offer Selection

Develops ML and optimization models for real-time dynamic pricing and ETA in Lyft's marketplace. Requires MS/PhD in quantitative field, 2+ years algorithms experience, Python proficiency.

141k – 176k/yr
Hybrid2+ YOEData Science

About the role

Responsibilities

  • Partner with Data Scientists, Engineers, Product Managers, and Business Partners to frame problems mathematically and within business context.
  • Write production quality code; design, build, and deploy production-grade ML and Optimization models; build custom methods beyond off-the-shelf libraries.
  • Perform data analysis and build proof-of-concepts to explore and propose ML and Optimization solutions.
  • Evaluate machine learning systems against business goals; collaborate with Engineers to implement algorithms in live systems and ensure robustness.
  • Establish metrics and development measurement methodologies to monitor product health and impacts on user/marketplace outcomes.
  • Drive collaboration and coordination with cross-functional teams.

Experience

  • M.S. or Ph.D. in Machine Learning, Operations Research, Statistics, Computer Science or other quantitative fields.
  • 2+ years of algorithms experience in a technology company setting.
  • Proficiency with Python and working in a production coding environment.
  • Passion for solving unstructured mathematical problems and building impactful ML models.
  • Strong understanding of ML methodologies with experience building and evaluating optimization/ML models.
  • Strong verbal and written communication skills with track record of collaboration.

Benefits

  • Great medical, dental, vision insurance.
  • Mental health, family building, child care, pet benefits.
  • 401(k) with company match.
  • Paid time off, 18 weeks paid parental leave.
  • Subsidized commuter benefits, Lyft credits, Pink membership.

Skills

PythonMachine LearningOperations ResearchOptimizationAlgorithmsData Analysis

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