Data Scientist
Algorithms
Posted on 3/20/2023
INACTIVE
Locations
Ontario, Canada
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Data Analysis
Data Structures & Algorithms
Python
Requirements
- M.S. or Ph.D. in Statistics, Operations Research, Mathematics, Computer Science, or other quantitative fields or related work experience
- 3+ years professional experience in a technology company setting involving a product
- Proven experience with building and evaluating machine learning models
- Proficiency with Python and working in a production coding environment
- Passion for solving unstructured and non-standard mathematical problems
- End-to-end experience with data, including querying, aggregation, analysis, and visualization
- Ability to collaborate and communicate with others to solve a problem
Responsibilities
- Partner with Engineers, Product Managers, and Business Partners to frame problems, both mathematically and within the business context
- Perform exploratory data analysis to gain a deeper understanding of the problem
- Develop, fit, and evaluate machine learning models
- Write production model code; collaborate with Software Engineers to implement algorithms in production
- Design and implement both simulated and live experiments
- Analyze experimental and observational data; communicate findings; facilitate launch decisions
Ridesharing app
Transportation
Company Overview
Lyft's mission is to improve people's lives with the world's best transportation. The company operates a mobile platform for the ridesharing of cars, bikes, and scooters and serves over a million rides per day.
Company Core Values
- Wow our customers
- All-in ownership
- Take care of each other
- Create fearlessly
- Take pride, be humble
- Disagree and commit
- Dive deep
- Inspire
- Deliver impact