Data Scientist, Algorithms, Optimization - Fulfillment

Lyft

Hybrid Actively hiring Verified listing
New York, NY Posted 172 days ago $128,000–$160,000 / year
View original post Log in to save

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 create and improve algorithms, collaborating with engineers and product managers to frame problems mathematically and within a business context, conducting exploratory data analysis, writing production modeling code, designing experiments, analyzing results, and developing methodologies to monitor the health of products and their impacts on user outcomes. The ideal candidate holds an M.S. or Ph.D. in quantitative fields such as machine learning, statistics, operations research, computer science, or mathematics, with 2+ years of professional experience building and evaluating machine learning models, a passion for solving complex mathematical problems, and strong communication skills to collaborate effectively across teams.

Skills

Python SQL R Jupyter Pandas Scikit-learn TensorFlow Keras Spark MLOps A/B Testing Git CI/CD Docker AWS Google Cloud Platform Azure

What you'll do

  • Develop mathematical models to optimize and predict core services algorithms.
  • Collaborate with cross-functional teams to enhance real-time supply-demand matching.
  • Write production modeling code and work with engineers for implementation.
  • Design and execute both simulated and live traffic experiments rigorously.
  • Analyze data from experiments and observations, communicating findings effectively.

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.

Most-posted roles

View all roles at Lyft

More like this

Similar roles

Data Scientist, Algorithms, Optimization - Fulfillment

Lyft

Seattle, WA 172 days ago $128,000–$160,000
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
Hybrid
Save

Data Science Engineer

Booz Allen Hamilton

McLean, Virginia 16 days ago $77,600–$176,000
Python SQL Kubernetes ETL Data Pipelines Spark AWS Terraform ELK OpenSearch
Save

Data Scientist, Mid

Booz Allen Hamilton

Arlington, VA 34 days ago $77,600–$176,000
Python R SQL NoSQL Hadoop Spark Kafka MapReduce MySQL Machine_Learning AI NLP
Save

Data Scientist, Mid

Booz Allen Hamilton

Norfolk, Virginia 48 days ago $77,500–$176,000
Python Java JavaScript TypeScript C++ SQL Node.js Spark Databricks Hadoop Hive AWS EMR Kafka AWS Redshift BigQuery Snowflake Terraform AWS CloudFormation Docker Kubernetes EKS
Save

Data Scientist, Mid

Booz Allen Hamilton

Arlington, VA 33 days ago $77,600–$176,000
Python Java SQL Tableau PowerBI Databricks Snowflake Palantir Foundry ETL Machine Learning Data Visualization Data Wrangling Analytics
Save