Applied Scientist- Pricing, Dynamic Pricing & Offer Selection
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About This Role
Lyft is seeking an Applied Scientist specializing in Machine Learning and Operations Research to develop mathematical models and launch algorithms for dynamic pricing and offer selection. The role involves building ML and optimization models, productionalizing pipelines, and collaborating with cross-functional teams. The ideal candidate has a strong background in machine learning, operations research, or statistics, with experience in algorithms and production coding. The role offers a unique opportunity to work on critical business problems and drive impact on the marketplace and rider experience.
Key ResponsibilitiesAI-extracted
- 1Develop mathematical models and launch algorithms for dynamic pricing and offer selection
- 2Build and deploy production-grade ML and optimization models
- 3Collaborate with cross-functional teams, including data scientists, engineers, and product managers
- 4Design and implement custom methods and tooling beyond off-the-shelf libraries
- 5Evaluate machine learning systems against business goals and establish metrics for monitoring product health
RequirementsAI-extracted
- 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 production coding environment
- Strong understanding of machine learning methodologies and experience with building and evaluating optimization or machine learning models
- Typically: experience with data analysis and problem-solving in a fast-paced environment
Perks & BenefitsAI-extracted
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