Senior ML Software Engineer, Mapping
Lyft · San Francisco County, CA · 1 wk ago
HybridInformation Technology$163k–$204k/yrFull-time
Responsibilities
- Partner with Engineers, Data Scientists, Product Managers, and Business Partners to apply machine learning for business and user impact
- Perform data analysis and build proof-of-concept to explore and propose ML solutions to both new and existing problems
- Develop statistical, machine learning, or optimization models
- Write production quality code to launch machine learning models at scale
- Evaluate machine learning systems against business goals
Requirements
- B.S., M.S., or Ph.D. in Computer Science or other quantitative fields or related work experience
- 5+ years of Machine Learning experience
- Passion for building impactful machine learning models leveraging expertise in one or multiple fields
- Proficiency in Python, Golang, or other programming language
- Excellent communication skills and fluency in English
- Strong understanding of Machine Learning methodologies, including supervised learning, forecasting, recommendation systems, reinforcement learning, and multi-armed bandits
Qualifications
- Experience in applying machine learning for business and user impact
- Ability to develop and evaluate statistical, machine learning, or optimization models
- Proficiency in writing production quality code for machine learning models
- Experience in evaluating machine learning systems against business goals
Skills
- Software engineering best practices
- Loves the algorithmic and geospatial side of the challenge
- Data-driven approach from start to end
Benefits
- Great medical, dental, and vision insurance options
- Mental health benefits
- Family building benefits
- Child care and pet benefits
- 401(k) plan with company match
- Discretionary paid time off
- 18 weeks of paid parental leave
- Subsidized commuter benefits
- Monthly Lyft credits and complimentary Lyft Pink membership
Pay
The expected base pay range for this position in the San Francisco area is $162,800 - $203,500, not inclusive of potential equity offering, bonus or benefits.
Schedule
This role will be in-office on a hybrid schedule — Team Members will be expected to work in the office 3 days per week on Mondays, Wednesdays, and Thursdays. Lyft considers working in the office at least 3 days per week to be an essential function of this hybrid role.