Data Scientist

Description

• 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.

• 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 

• 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  

• 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.

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.