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

San Francisco, CA, USA

Hybrid schedule requiring in-office presence 3 days per 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
  • Passion for solving unstructured and non-standard mathematical problems
  • End-to-end experience with data, including querying, aggregation, analysis, and visualization
  • 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
  • Ability to collaborate and communicate with others to solve a problem
  • 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. Drivers use their own vehicles to provide services, and Lyft earns revenue by taking a commission from each ride fare. In addition to car rides, Lyft also 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 exploring self-driving technology to stay competitive in the market.

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.

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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