Data Scientist

CARFAX
Centreville, VA

Description

Join Team CARFAX as a Data Scientist

Isn't it time you bragged about where you work? At CARFAX, we do, every day. We pride ourselves on being mission-focused on helping to grow a brand built on accuracy and integrity. We care deeply about our products and our customers. We’re more than just a company: We help millions of consumers make more-informed decisions every day. We know that our teammates are our most valuable asset, and we value a balanced life while tackling challenging projects in a fast-paced environment. One last thing: Our four-day week continues in Summer 2025!

As a Data Scientist, you will be working in the data science team to create machine learning solutions for a new product. You will work collaboratively with data engineers and data mappers to design, build and scale our ambitious machine learning solutions.

At CARFAX, we believe in the power of teamwork and value in-person interactions so that we can collaborate and thrive together. This position will require 3 days per week in our Centreville, VA office, subject to change with future business needs.

What you’ll be doing:

  • Leading the design, development and deployment of our deep learning, ML and NLP solutions.
  • Maintaining and improving established, advanced machine learning processes on data mining.
  • Providing actionable ad hoc analytics insights for internal stakeholders.
  • Designing and building recurring reports for internal stakeholders to make data-driven decisions.
  • Using advanced analytical methods to explore and extract additional data value for existing and emerging products.
  • Documenting analysis results and presenting value to stakeholders.
  • Creating reusable processes to assist data evaluation and analysis across teams.

What we’re looking for:

  • Master’s Degree in Statistics, Data Science or related field 
  • 4+ years’ experience in SQL/Spark, R, Python  
  • 4+ years of experience in building and applying machine learning, predictive modeling, or natural language processing solutions to business problems 
  • Deep understanding and experience with advanced statistics and modern machine learning predictive techniques, including GLMs, decision trees, boosted ensembles, neural networks, deep learning, etc. 
  • Experience with Named Entity Recognition (NER), Sentiment Analysis, Data Tokenization, Lexical Semantics, Relationship Extraction, etc. 
  • Ability to effectively communicate analysis and insights to all levels of the organization 
  • A passion for continuous learning  
  • Confidence to challenge the status quo 

What’s in it for you:

  • Competitive compensation, benefits and generous time-off policies
  • 4-Day summer work weeks and a winter holiday break
  • 401(k) / DCPP matching
  • Annual bonus program
  • Casual, dog-friendly, and innovative office spaces
  • For a comprehensive list of benefits, please visit our website: https://jobs.jobvite.com/carfax/p/benefits

Don’t just take our word for it:

  • 10X Virginia Business Best Places to Work 
  • 10X Washington Post Top Workplace 
  • 9X Washingtonian Great Places to Work 
  • 3X St. Louis Post-Dispatch Best Places to Work 

About CARFAX

CARFAX, part of S&P Global Mobility, helps millions of people every day confidently shop, buy, service and sell used cars with innovative solutions powered by CARFAX vehicle history information. The expert in vehicle history since 1984, CARFAX provides exclusive services like CARFAX Used Car Listings, CARFAX Car Care, CARFAX History-Based Value and the flagship CARFAX® Vehicle History Report™ to consumers and the automotive industry. CARFAX owns the world’s largest vehicle history database and is nationally recognized as a top workplace by The Washington Post and Glassdoor.com. Shop, Buy, Service, Sell – Show me the CARFAX™. S&P Global Mobility is a division of S&P Global (NYSE: SPGI). S&P Global is the world’s foremost provider of credit ratings, benchmarks, analytics and workflow solutions in the global capital, commodity and automotive markets.

US Equal Opportunity Employer Statement:CARFAX is an Affirmative Action/Equal Opportunity Employer. It is the policy of CARFAX to provide equal employment opportunity to all persons regardless of race, color, sex, pregnancy, religion, national origin, age, ancestry, citizenship status, veteran status, military status, disability or handicap, sexual orientation, genetic information or any other status protected by federal, state or local law. In addition, CARFAX will provide reasonable accommodations for qualified individuals with disabilities. We maintain a drug-free workplace. We are a participant in E-Verify.

Canadian Equal Opportunity Employer Statement:CARFAX Canada is an equal opportunity employer, and all qualified candidates will receive consideration for employment without regard to race/ethnicity, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, marital status, military veteran status, unemployment status, or any other status protected by law.

We’re committed to providing accommodations by request for candidates taking part in all aspects of the recruitment and selection process. For a confidential inquiry or to request an accommodation, please contact your recruiter or email [email protected].

Posted 2025-08-06

Recommended Jobs

Aesthetic Injector - RN, NP, PA

Kalologie Virginia
Arlington, VA

Job Description Job Description With two decades of excellence, Kalologie Medspa stands as a premier destination for aesthetic and wellness treatments. Our team of highly trained experts is renow…

View Details
Posted 2025-07-25

Field Engineer

Peraton
Arlington, VA

Responsibilities Peraton is looking for a motivated and driven Field Service Engineer to join our dynamic team in Arlington, VA. Peraton has served as the prime contractor for this program s…

View Details
Posted 2025-07-31

Security Monitor/General Maint. Support (Active TS/SCI with Poly Required)

Fluor Corporation
Warrenton, VA

At Fluor, we are proud to design and build projects and careers. We are committed to fostering a welcoming and collaborative work environment that encourages big-picture thinking, brings out the best…

View Details
Posted 2025-07-27

Emergency Medicine Travel Physician

Multi-State Emergency Medicine Facilities
Alexandria, VA

TeamHealth has an outstanding opportunity for family medicine (FM) physicians and internal medicine (IM) physicians to join our emergency medicine (EM) ambassador team of elite travel physicians. A…

View Details
Posted 2025-08-10

Insurance Account Position - State Farm Agent Team Member

John Bell - State Farm Agent
Glen Allen, VA

Job Description Job Description Benefits: License reimbursement Bonus based on performance Competitive salary Flexible schedule Opportunity for advancement Paid time off Trai…

View Details
Posted 2025-07-27

Healthcare Customer Service Representative - RCH

Credit Solutions LLC
Richmond, VA

Job Description Job Description Credit Solutions of Lexington, KY is seeking to hire a full-time Customer Service Representative to assist patients in resolving their medical balances so the…

View Details
Posted 2025-07-28

Pipelayer - Northern Virginia

Ulliman Schutte
Woodbridge, VA

Job Description Job Description Salary: Pipelayer Why Ulliman Schutte? We are Building a Better Environment! Ulliman Schutte is a national leader in the construction and renovation of…

View Details
Posted 2025-08-09

Birthday Party Gymnastics Host

The Little Gym of Northern Virginia
Fairfax, VA

Job Description Job Description Benefits: Company parties Free uniforms Training & development Wellness resources Lifes too short to not work someplace awesome! If you love kids, e…

View Details
Posted 2025-07-26

Breakfast Manager (Full Time)

Dairy Queen 18968
Ferrum, VA

Job Description Job Description Description: Dairy Queen® (DQ®) franchisees, employees and crew members have been focused on creating positive memories for all who touch DQ®, for over 75 years. …

View Details
Posted 2025-07-28

Sandwich Artist

Subway - 34302-0
Suffolk, VA

Job Description Job Description As part of the Subway® Team, you as a Sandwich Artist ® will focus on four main things: Providing an excellent Guest experience Preparing and serving great…

View Details
Posted 2025-07-30