Full-Time

Senior Data Scientist

Inference, Rider

Posted on 8/1/2024

Lyft

Lyft

10,001+ employees

Ride-sharing platform connecting drivers and passengers

Automotive & Transportation

Compensation Overview

$144k - $180kAnnually

+ Equity Offering + Bonus

Senior

Company Historically Provides H1B Sponsorship

New York, NY, USA

Hybrid role requiring in-office presence 3 days a week.

Category
Data Science
Data & Analytics
Required Skills
Python
Data Science
R
SQL
MATLAB
Data Analysis
Requirements
  • M.S. or Ph.D. in Economics, Statistics, or other quantitative fields
  • 4+ years of professional experience for PhDs or 6+ years for Master’s in a data scientist role
  • Proficiency with Python, or another interpreted programming language like R or Matlab
  • Familiar with SQL - able to write structured and efficient queries on large data sets
  • Advanced causal inference and ML techniques
  • Strong oral and written communication skills, and ability to collaborate with cross-functional partners
Responsibilities
  • Lead other scientists and partner with cross-functional leads in the rider segments team or external teams across driver, marketplace and business to frame problems mathematically and drive business impact
  • Perform exploratory data analysis to gain a deeper understanding of problems
  • Develop and fit statistical, causal and machine learning models
  • Design, implement and analyze experiments or leverage other causal methodologies to measure performance
  • Communicate findings and facilitate launch decisions
  • Develop causal measurement methodologies to monitor the health of our products, as well as the impacts on user outcomes and marketplace outcomes

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, which offers benefits for a monthly fee. The company prioritizes safety and community guidelines to ensure a secure experience for users and supports drivers with flexible payment options. Lyft aims to maintain a steady income through diverse revenue streams while efficiently connecting drivers and passengers.

Company Stage

IPO

Total Funding

$4.8B

Headquarters

San Francisco, California

Founded

2012

Growth & Insights
Headcount

6 month growth

0%

1 year growth

0%

2 year growth

0%
Simplify Jobs

Simplify's Take

What believers are saying

  • Partnership with May Mobility positions Lyft as a leader in autonomous ride-sharing.
  • Collaboration with Mobileye enhances Lyft's technological capabilities in self-driving vehicles.
  • Lyft's upfront Fair screen update improves transparency and user satisfaction.

What critics are saying

  • Legal battle with San Francisco could result in significant financial liabilities.
  • Ex-rideshare driver lawsuit may lead to increased scrutiny of Lyft's gig economy model.
  • Challenges in regulatory approvals may affect autonomous vehicle deployment in Atlanta.

What makes Lyft unique

  • Lyft focuses on urban commuters, students, and corporate communities for its services.
  • The company offers diverse transportation options, including bikes, scooters, and luxury rides.
  • Lyft emphasizes safety and community guidelines to ensure a secure user experience.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Mental Health Support

Family Planning Benefits

Unlimited Paid Time Off

401(k) Retirement Plan

Paid Parental Leave

Pre-tax commuter benefits

Hybrid Work Options

INACTIVE