The Data Scientist role at CarMax’s Pricing team involves developing and refining predictive models that accurately value the millions of vehicles bought and sold annually. This position requires analyzing large datasets to incorporate new insights and data sources, applying statistical techniques to enhance model performance, and conducting experiments to measure business impact. Key responsibilities include communicating complex modeling concepts effectively across various levels within the organization and researching advancements in data science methodologies. Ideal candidates possess strong logical reasoning skills, 4+ years of experience in a related field, and a solid foundation in math, computer science, and machine learning. They should also have a track record of project management and influencing team outcomes, with a passion for continuous skill development and the potential to lead technical initiatives or teams.
Skills
Python
R
SQL
Pandas
Scikit-learn
TensorFlow
Keras
Spark
Hadoop
AWS
Azure
Google Cloud Platform
Docker
Kubernetes
CI/CD
Git
Jupyter Notebook
Tableau
PowerBI
What you'll do
Analyze and apply feature engineering to large pricing-related data sets.
Develop predictive models using statistical and machine learning techniques.
Design experiments to evaluate the business impact of new models.
Communicate model workings effectively to team members at all levels.
Research innovations in data science tools and modeling methodologies.
What we're looking for
4+ years of experience in data science, strategy, analysis, or related field
Strong background in math, computer science, and machine learning
Expertise in developing and validating predictive models using statistical techniques
Ability to research and apply new data sources and modeling methodologies
Excellent communication skills for presenting complex insights to senior leaders
Proven track record of managing projects and delivering results on time
Market check
Salary context
How this pay compares to similar roles
Similar $179k
$105k
most similar roles pay here
$238k
This listing doesn't post a salary. Most similar roles pay
$143,157–$214,500.
Based on 240 similar postings.
Employer
About Carmax
CarMax is the largest used car retailer in the United States, offering a customer-friendly, no-haggle buying experience with a broad selection of quality used vehicles, financing, and vehicle protection plans. Industry: Automotive Retail
SQL
Python
Data Analysis
KPI Identification
Model Tuning
Management Systems
Alert Systems
Regular Review Meetings
Pricing System Issues Resolution
Data Science Leadership
Strategic Direction Influence
Complex Topic Communication
Executive Thinking Improvement
Innovation Execution Enhancement