Data Scientist, Algorithms, Optimization - Fulfillment

Lyft

Hybrid Actively hiring Verified listing
Seattle, WA Posted 172 days ago $128,000–$160,000 / year
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At a glance

AI generated

TL;DR

As a Data Scientist specializing in Algorithms on Lyft's Fulfillment team, you will work closely with cross-functional teams to develop and enhance mathematical models that optimize the matching of rideshare supply and demand in real-time. Your day-to-day responsibilities include leveraging data and analytic frameworks to improve algorithms, collaborating with engineers and product managers to frame complex problems mathematically, conducting exploratory data analysis, writing production modeling code, designing experiments, analyzing results, and developing methodologies to monitor product health and user outcomes. Ideal candidates hold an M.S. or Ph.D. in a quantitative field and have at least two years of professional experience building machine learning models, with strong skills in communication and problem-solving for unstructured challenges.

Skills

Python SQL Machine Learning Statistics Data Analysis Experiment Design CI/CD AWS Kubernetes Docker Git Jupyter Notebook Scikit-learn Pandas NumPy Matplotlib Seaborn TensorFlow PyTorch

What you'll do

  • Develop mathematical models to optimize rideshare supply and demand algorithms.
  • Collaborate with cross-functional teams to frame problems mathematically and contextually.
  • Write production modeling code and work with engineers for implementation.
  • Design and implement experiments to analyze algorithm impacts on user outcomes.
  • Communicate findings from data analysis to facilitate informed decision-making.
  • Develop methodologies to monitor product health and marketplace impacts.

What we're looking for

  • M.S. or Ph.D. in a quantitative field such as Machine Learning or Statistics.
  • 2+ years of professional experience in technology companies.
  • Proven expertise in building and evaluating machine learning models.
  • Strong ability to solve complex mathematical problems creatively.
  • Experience collaborating with engineers, product managers, and business partners.
  • Proficiency in exploratory data analysis and experimental design.
  • Excellent oral and written communication skills for problem-solving.

Market check

Salary context

Competitive pay

How this pay compares to similar roles

Similar $151k
This role $144k
$89k most similar roles pay here $195k

This role pays less than 54% of similar roles. Most pay $126,800–$175,500 — the shaded band above. At the midpoint, this role pays about $144k versus about $151k for comparable roles.

Based on 240 similar postings.

Employer

About Lyft

Lyft is a transportation network company offering ride-hailing services across the US and Canada.

Lyft currently has 31 open roles on FindRole.

Listed pay typically runs $148,000–$185,000 across 31 roles with salary data.

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