Full-Time

Senior Data Scientist

Machine Learning, Fulfilment

Confirmed live in the last 24 hours

Lyft

Lyft

10,001+ employees

Ride-sharing platform connecting drivers and passengers

Automotive & Transportation
Consumer Goods

Compensation Overview

$144k - $180kAnnually

+ Equity Offering + Bonus

Senior

Company Historically Provides H1B Sponsorship

Seattle, WA, USA

Hybrid schedule requiring in-office presence 3 days per week.

Category
Applied Machine Learning
Data Science
AI & Machine Learning
Data & Analytics
Required Skills
Python
Data Analysis
Requirements
  • M.S. or Ph.D. in Machine Learning, Statistics, Computer Science, Mathematics, or other quantitative fields
  • 4+ years professional experience in a technology company setting
  • Proven experience with building and evaluating machine learning models
  • Proficiency with Python and working in a production coding environment
  • Past experience working as a Machine Learning Engineer is a preferred plus
  • Passion for solving unstructured and non-standard mathematical problems
  • End-to-end experience with data, including querying, aggregation, analysis, and visualization
  • Strong oral and written communication skills, and ability to collaborate and communicate with others to solve a problem
Responsibilities
  • Drive the Science and Machine Learning roadmap of the team’s problem area, leverage data and analytic frameworks to direct creations and improvements of algorithms and models underpinning the team’s systems and products
  • Partner with Engineers, Product Managers, and Business Partners to frame problems, both mathematically and within the business context.
  • Perform exploratory data analysis to gain a deeper understanding of the problem
  • Construct and fit statistical, machine learning, or optimization models
  • Write production modeling code; collaborate with Software Engineers to implement algorithms in production
  • Design and implement both simulated and live traffic experiments
  • Analyze experimental and observational data; communicate findings; facilitate launch decisions
  • Develop measurement methodologies to monitor the health of our products, as well as the impacts on user outcomes and marketplace outcomes
  • Drive collaboration and coordination with cross-functional teams
  • Advise teams on best practices. Be a thought leader and go-to expert for stakeholders and dependency teams

Lyft connects passengers with drivers through a mobile app, primarily serving urban commuters, students, and tourists in the United States and Canada. The platform offers various ride options, including standard, luxury, and shared rides, catering to different customer preferences. Lyft operates on a gig economy model, where drivers use their own vehicles, and the company earns revenue by taking a commission from each ride fare. In addition to car rides, Lyft provides bike and scooter rentals, and has a subscription service called Lyft Pink that offers benefits for a monthly fee. The company emphasizes safety and community guidelines to ensure a secure experience for users, while also supporting drivers with flexible payment options. Lyft's goal is to provide reliable transportation solutions while diversifying its revenue streams and exploring self-driving technology.

Company Stage

IPO

Total Funding

$4.8B

Headquarters

San Francisco, California

Founded

2012

Growth & Insights
Headcount

6 month growth

3%

1 year growth

19%

2 year growth

7%
Simplify Jobs

Simplify's Take

What believers are saying

  • Lyft's exploration of self-driving technology positions it at the forefront of innovation in the transportation sector.
  • The company's flexible payment options attract a diverse range of drivers, enhancing its service availability and reliability.
  • Strategic partnerships, such as those with Babyscripts and the NAACP, expand Lyft's market reach and social impact.

What critics are saying

  • The ongoing legal challenges regarding the classification of drivers as independent contractors could result in increased operational costs and regulatory scrutiny.
  • Intense competition from rivals like Uber may pressure Lyft's market share and profitability.

What makes Lyft unique

  • Lyft's diversified revenue streams, including bike and scooter rentals, advertising, and subscription services, set it apart from competitors who primarily focus on ride-sharing.
  • The company's emphasis on safety and community guidelines ensures a secure experience for both drivers and passengers, which is a significant competitive advantage.
  • Lyft's partnerships with organizations like the EAS Carpenters union and Babyscripts highlight its commitment to social impact and community engagement.

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