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Data Scientist, Algorithmic Optimization, Ride-Sharing Fulfillment

2 months ago

New York, New York, United States Lyft Full time

At Lyft, our mission is to revolutionize the transportation industry by creating a seamless and efficient experience for our users. To achieve this, we rely on our Data Science team to drive business decisions and develop innovative algorithms that power our products.

As a Data Scientist specializing in Algorithmic Optimization, you will play a critical role in shaping the future of ride-sharing by developing mathematical models that optimize our platform's core services. You will work closely with cross-functional teams to enhance algorithms for matching ride supply and demand in real-time, and develop product offerings that improve the experiences of Lyft riders and drivers.

Key Responsibilities:

  • Collaborate with Engineers, Product Managers, and Business Partners to frame problems and develop mathematical solutions.
  • Perform exploratory data analysis to gain a deeper understanding of the problem and identify opportunities for improvement.
  • Construct and fit statistical, machine learning, or optimization models to drive business decisions.
  • Write production modeling code and collaborate with Software Engineers to implement algorithms in production.
  • Design and run experiments to test and validate model performance.
  • Analyze experimental and observational data to communicate findings and inform business decisions.

Requirements:

  • M.S. or Ph.D. in Statistics, Operations Research, Mathematics, Computer Science, or other quantitative fields.
  • 2+ years of professional experience in data science or a related field.
  • Passion for solving complex mathematical problems and driving business outcomes.
  • End-to-end experience with data, including querying, aggregation, analysis, and visualization.
  • Proficiency with Python or another interpreted programming language like R or Matlab.
  • Excellent communication and collaboration skills.

Benefits:

  • Competitive salary and bonus structure.
  • Comprehensive medical, dental, and vision insurance.
  • Mental health benefits and access to wellness programs.
  • Family building benefits and paid parental leave.
  • 401(k) plan and commuter benefits.
  • Opportunities for professional growth and development.

Lyft is an equal opportunity/affirmative action employer committed to an inclusive and diverse workplace. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability status, protected veteran status, or any other basis prohibited by law.