Lyft5 дней назад
Staff Applied Scientist
Зарплата не указана
San Francisco
Обязанности
- 01Partner with Data Scientists, Engineers, Product Managers, and Business Partners to frame problems mathematically and within the business context
- 02Write production quality code
- 03Design, build and deploy production-grade ML and Optimization models
- 04Build custom methods and tooling beyond off-the-shelf libraries
- 05Perform data analysis and build proof-of-concepts to explore and propose ML and Optimization solutions to both new and existing problems
- 06Evaluate machine learning systems against business goals
- 07Collaborate with Engineers to implement algorithms in live systems and ensure the robustness of the systems
- 08Establish metrics and development measurement methodologies to monitor the health of our products, as well as the impacts on user and marketplace outcomes
- 09Drive collaboration and coordination with cross-functional teams
Требования
- 01M.S. or Ph.D. in Machine Learning, Operations Research, Statistics, Computer Science or other quantitative fields
- 022+ years of algorithms experience in a technology company setting
- 03Proficiency with Python and working in a production coding environment
- 04Passion for solving unstructured and non-standard mathematical problems and building impactful machine learning models leveraging expertise in one or multiple fields
- 05Strong understanding of machine learning methodologies, with proven experience with building and evaluating optimization or machine learning models
- 06Strong verbal and written communication skills with a good track record of collaborating with others to solve a problem
Условия
- 01Great medical, dental, and vision insurance options with additional programs available when enrolled
- 02Mental health benefits
- 03Family building benefits
- 04Child care and pet benefits
- 05401(k) plan with company match to help save for your future
- 06In addition to 12 observed holidays, salaried team members have discretionary paid time off, hourly team members have 15 days paid time off
- 0718 weeks of paid parental leave
- 08Biological, adoptive, and foster parents are all eligible
- 09Subsidized commuter benefits
- 10Monthly Lyft credits and complimentary Lyft Pink membership
- 11Expected base pay range for this position in the San Francisco area is $193,600 - $242,000
- 12Hybrid work schedule: 3 days per week in office (Mondays, Wednesdays, Thursdays)
- 13Flexibility to work from anywhere for up to 4 weeks per year