Lyft11 дней назад
ML Software Engineer, ETA
Зарплата не указана
San Francisco
Обязанности
- 01Perform data analysis and build proof-of-concept to explore and compare ML and non-ML solutions
- 02Be able to make effective tradeoffs between model accuracy, its productization complexity and runtime performance
- 03Develop statistical, machine learning, or optimization models
- 04Write production quality code that can scale well to serve millions of requests per day
- 05Participate in code reviews, design reviews, production on-call support and incident triaging process
- 06Write well-crafted, well-tested, readable, maintainable code
Требования
- 01B.S., M.S., or Ph.D. in Computer Science or other quantitative fields or related work experience
- 023+ years of Machine Learning experience
- 03Nice-to-have: Experience with big data processing / distributed data pipelines and tools such as Apache Airflow and Spark
- 04Nice-to-have: Ability to work in distributed teams spread across time zones. (North America and Europe)
Условия
- 01Expected base pay range for the San Francisco area is $140,800 - $176,000
- 02Hybrid work schedule: in-office 3 days per week on Mondays, Wednesdays, and Thursdays
- 03Flexibility to work from anywhere for up to 4 weeks per year
- 04Great medical, dental, and vision insurance options
- 05Mental health benefits
- 06Family building benefits
- 07Child care and pet benefits
- 08401(k) plan with company match
- 09In addition to 12 observed holidays, salaried team members have discretionary paid time off, hourly team members have 15 days paid time off
- 1018 weeks of paid parental leave for biological, adoptive, and foster parents
- 11Subsidized commuter benefits
- 12Monthly Lyft credits and complimentary Lyft Pink membership