Senior Data Scientist, Search and Recommendations

CarMax, Inc.

$106K — $159K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Strong expertise in predictive modeling and statistical analysis
  • Proven ability to solve complex problems using analytics
  • Experience managing projects with timely results
  • Excellent communicator of technical concepts
  • Track record in building collaborative relationships
  • Undergraduate degree in a quantitative discipline
  • 2+ years in strategic analysis or similar fields

Responsibilities

  • Analyze large datasets to develop and enhance predictive models
  • Incorporate new data sources to improve model performance
  • Design and execute experiments to measure business impact
  • Present insights to senior leadership to influence decisions
  • Research methodologies to advance modeling capabilities
  • Shape strategic roadmap for data science innovation
  • Communicate model functionality to various audiences

Benefits

  • Accrue up to 48 hours of sick time yearly
  • Earn between 80 and 200 hours of vacation time based on service
  • Receive 6 paid holidays plus 1 floating holiday annually
  • Eligible for holiday premium pay when working on holidays
  • Unlimited paid time off for salaried positions, subject to approval
Full Job Description
8901 - Corp Office West Crk - 12800 Tuckahoe Creek Parkway, Richmond, Virginia, 23238

Position Overview

As a Sr. Data Scientist at CarMax, you'll play a pivotal role in shaping the future of automotive retail through advanced analytics and innovative modeling. CarMax disrupted the industry over 20 years ago and remains the market leader in a $500B+ sector. Our success is built on best-in-class financial performance, customer satisfaction, and associate engagement. To maintain our analytics-driven competitive edge, we leverage algorithm-based pricing and inventory systems. We're seeking passionate, strategic thinkers who thrive on solving complex problems and driving business-critical decisions through data.

Team Overview

Our Data Science Team develops predictive models that deliver thousands of real-time recommendations daily. This work demands expertise in statistics, machine learning, and advanced analytics, combined with technical proficiency, creativity, and a results-driven mindset.

Role Responsibilities

As a technical expert on our modeling team, you will:

  • Analyze large, complex datasets to develop, validate, and enhance predictive models using statistical and machine learning techniques.
  • Incorporate new data sources (e.g., customer interest metrics, web clickstream, market pricing) to improve model accuracy and performance.
  • Design and execute controlled experiments to measure the business impact of new models.
  • Present actionable insights and recommendations to senior leadership to influence strategic decisions.
  • Research emerging methodologies and best practices to advance CarMax's modeling capabilities.
  • Shape the team's strategic roadmap for data science innovation and communicate model functionality to technical and non-technical audiences.


Required Qualifications

  • Strong expertise in predictive modeling and statistical analysis, with a passion for continuous learning.
  • Proven ability to solve complex problems using analytics and influence outcomes.
  • Experience managing projects and delivering results on time.
  • Excellent communication skills to explain technical concepts clearly.
  • Track record of building collaborative relationships and driving team success.
  • Undergraduate degree in a quantitative discipline.
  • 2+ years of experience in strategic analysis, financial analysis, consulting, or engineering.


Preferred Qualifications

  • Graduate degree in statistics, data science, or related field.
  • Hands-on experience with SQL and Python for big data analysis.


The annual salary for this position is:
$106,000.00 - $159,000.00
May be eligible for bonus and equity.

Benefits:

Except as otherwise required by state law, CarMax Associates are entitled to the following paid sick, vacation, and holiday time.

Associates that are considered full-time hourly or commission/incentive eligible:
  • To earn up to 48 hours of sick time per year accrued on a per pay period basis and between 80 hours and 200 hours per year of vacation time after a 90 day waiting period depending on years of continuous service with the Company.
  • For 8 hours of pay for each of a total of 6 paid scheduled holidays per year plus 1 floating holiday. If such an Associate does work on a scheduled holiday due to business need, they are eligible for Holiday Premium Pay.


Associates considered full-time salaried are entitled to paid time away with no specified limit as needed for sick, vacation, bereavement, jury duty, holidays, floating holiday, etc. subject to manager approval.

For more details about benefits, please visit our CarMax Benefits website.

Upon an applicant's request, CarMax will consider reasonable accommodation to complete the CarMax Job Application.

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