Full-Time

Senior Data Scientist

Updated on 12/6/2024

CarGurus

CarGurus

1,001-5,000 employees

Online marketplace for buying and selling cars

Data & Analytics
Automotive & Transportation

Senior

Boston, MA, USA

Hybrid position requiring in-office presence.

Category
Data Science
Data & Analytics
Required Skills
Python
Data Science
SQL
Snowflake
Requirements
  • Curiosity about widely varied datasets and their possibilities for unlocking customer value. Self-motivated to perform exploratory analyses and build proof-of-concept solutions.
  • Proven experience turning data into successful products
  • Knowledge of standard Machine Learning techniques for supervised and unsupervised learning across structured and unstructured datasets. Comprehensive knowledge of, and real-world experience with, measurement, evaluation, and testing of models.
  • Experience deploying and/or maintaining machine learning services in production
  • Proficiency in Python or similar languages widely used in the data science community
  • Proficiency in SQL
  • Ability to communicate technical details and analytical findings to both technical and non-technical audiences
  • Advanced degree (or proven experience) in Computer Science, Data Science, Mathematics, or any quantitative science which makes use of advanced data analytics or statistical or machine learning techniques
Responsibilities
  • Implementing, training, and evaluating machine learning models using Python and AWS SageMaker.
  • Developing and maintaining data pipelines to supply training and inference data for models, using SQL and Snowflake.
  • Collaborating with engineers to deploy models to production
  • Evaluating performance of production-deployed models
  • Designing A/B tests of the Data Science team’s models and analyzing their results
  • Communicating solutions to stakeholders through written documentation, demos and presentations, and data visualizations
  • Collaborating with other data scientists, machine learning engineers, and business stakeholders to scope, design, and implement machine learning projects

CarGurus is an online marketplace that connects buyers and sellers of new and used cars, primarily in the United States. The platform allows users to search for vehicles, compare prices, and read reviews, using algorithms to rank listings based on price and dealer reputation. CarGurus stands out from competitors by focusing on data transparency and a user-friendly interface. The company's goal is to simplify the car buying and selling process for both consumers and dealerships.

Company Stage

IPO

Total Funding

$7.5M

Headquarters

Cambridge, Massachusetts

Founded

2006

Growth & Insights
Headcount

6 month growth

0%

1 year growth

4%

2 year growth

12%
Simplify Jobs

Simplify's Take

What believers are saying

  • Digital Deal adoption increased 150% year over year, enhancing customer satisfaction.
  • CarGurus expanded its Digital Deal tool to Canada, broadening its market reach.
  • The company is investing in new office space in Addison, Texas, for growth.

What critics are saying

  • Emerging digital platforms with lower fees may erode CarGurus' market share.
  • Economic uncertainty and high interest rates could reduce consumer car spending.
  • International expansion of Digital Deal may face regulatory and consumer behavior challenges.

What makes CarGurus unique

  • CarGurus uses proprietary algorithms to rank car listings by price and reputation.
  • The platform offers a Digital Deal tool for online car buying and financing.
  • CarGurus provides transparency with user reviews and vehicle history reports.

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