Carmax
Sr. Manager, Data Science - Remote within 100 miles of Office Location
Carmax, Richmond, Virginia, United States, 23214
8901 - Corp Office West Crk - 12800 Tuckahoe Creek Parkway, Richmond, Virginia, 23238About this Job:It’s an exciting time at CarMax! After decades of success and a rise to becoming the largest used car retailer in the US, CarMax is focused on disrupting the auto industry once again through our transformation to a leading omni-channel retailer. To achieve this goal, CarMax has spent the last few years investing heavily in modernizing our digital and analytical infrastructure to support our customer-centric experience as the customer shopping journey continues to evolve online. We’re stitching data science throughout our business to drive a great customer experience and optimize our operations.As a Data Science Sr. Manager at CarMax, you’ll apply your passion and expertise in data, machine learning, and entrepreneurship to create data-science applications that enrich CarMax’s culture of innovation. You will be a leader in the analytic community – advancing the use of data science in high impact areas of our business.With millions of customer interactions every day, you’ll be tapping the industry’s best data to develop new algorithms and capabilities to enhance how Customers navigate their car shopping journey.The Data Science Sr. Manager will serve as a technical team lead, working with the team in a hands-on capacity to:Build and enhance Recommender, Search, and other algorithms that help connect customers to relevant vehicle inventory, research content, and more
Employ a deep command of data science modeling techniques and statistics, leveraging a variety of technologies, programming languages, and cloud computing platformsApply expertise in model design, training, evaluation, validation, implementation, and monitoringUnlock insights by analyzing large amounts of complex proprietary customer, website, and transactional data, alongside external dataDevelop an acute understanding of our data, how to access it, analyze it, and monitor itAssist the team in designing controlled experiments to assess the value of new applications
Partner with cross-functional teams -- eg Product, Operations, Strategy, Data Engineering, to:
Create new use cases for data-powered productsDevelop and implement tools that enhance the Customer Experience and the Associate ExperienceDevelop sound data and modeling infrastructure
Communicate with all levels throughout the organization to understand the business opportunities, explain the models, and influence changeHelp prioritize and manage team projectsGrow and develop the team: delivering high quality analytics, promoting best practices, and fostering technical and professional developmentContinue to mature our Data Science community of practice: lead and contribute to initiatives aligned with our community’s 5 year vision, make tangible the return on investments, and champion and support the efforts needed to bring the vision to lifeQualifications and Requirements:Advanced Degree (Master’s/Ph.D.) in quantitative discipline (Statistics, Math, Data Science, Computer Science, Engineering)Strong analytical curiosity and passion for applying advanced modeling techniques in problem solving4+ years of experience in the following areas:
Python and other languages appropriate for large scale analysis of numerical and textual dataData mining, machine learning, statistical modeling tools and underlying algorithmsData Lake and cloud computing fundamentals, Relational databases, SQL
Sound analytical thinker with a proven track record of providing actionable insights and clear strategic directionAbility to convey complex, technical subject matter in a clear and straightforward manner; demonstrated ability to effectively communicate through written and oral presentations with all levels of the organizationSolid project management skills with the ability to juggle multiple priorities simultaneously in a fast-paced environmentAbility to train, mentor, and develop othersWork Location and Arrangement:
Work location is flexible if within 100 miles of the Richmond, VA Home Office or Dallas, TX Technology Hub or Atlanta, GA CarMax Auto Finance Office if approved by the Company.Work Authorization:
Applicants must be currently authorized to work in the United States on a full-time basis.About CarMax:CarMax disrupted the auto industry by delivering the honest, transparent and high-integrity experience customers want and deserve. This innovative thinking around the way cars are bought and sold has helped us become the nation’s largest retailer of used cars, with over 200 locations nationwide.Our amazing team of more than 25,000 associates work together to deliver iconic customer experiences. Along the way, we help every associate grow their career and achieve their best, at work and in their community. We are recognized for our commitment to training and diversity and are one of the FORTUNE 100 Best Companies to Work For.CarMax is an equal opportunity employer, and all qualified candidates will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, genetic information, national origin, protected veteran status, disability status, or any other characteristic protected by law.Upon an applicant's request, CarMax will consider reasonable accommodation to complete the CarMax Job Application.
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Employ a deep command of data science modeling techniques and statistics, leveraging a variety of technologies, programming languages, and cloud computing platformsApply expertise in model design, training, evaluation, validation, implementation, and monitoringUnlock insights by analyzing large amounts of complex proprietary customer, website, and transactional data, alongside external dataDevelop an acute understanding of our data, how to access it, analyze it, and monitor itAssist the team in designing controlled experiments to assess the value of new applications
Partner with cross-functional teams -- eg Product, Operations, Strategy, Data Engineering, to:
Create new use cases for data-powered productsDevelop and implement tools that enhance the Customer Experience and the Associate ExperienceDevelop sound data and modeling infrastructure
Communicate with all levels throughout the organization to understand the business opportunities, explain the models, and influence changeHelp prioritize and manage team projectsGrow and develop the team: delivering high quality analytics, promoting best practices, and fostering technical and professional developmentContinue to mature our Data Science community of practice: lead and contribute to initiatives aligned with our community’s 5 year vision, make tangible the return on investments, and champion and support the efforts needed to bring the vision to lifeQualifications and Requirements:Advanced Degree (Master’s/Ph.D.) in quantitative discipline (Statistics, Math, Data Science, Computer Science, Engineering)Strong analytical curiosity and passion for applying advanced modeling techniques in problem solving4+ years of experience in the following areas:
Python and other languages appropriate for large scale analysis of numerical and textual dataData mining, machine learning, statistical modeling tools and underlying algorithmsData Lake and cloud computing fundamentals, Relational databases, SQL
Sound analytical thinker with a proven track record of providing actionable insights and clear strategic directionAbility to convey complex, technical subject matter in a clear and straightforward manner; demonstrated ability to effectively communicate through written and oral presentations with all levels of the organizationSolid project management skills with the ability to juggle multiple priorities simultaneously in a fast-paced environmentAbility to train, mentor, and develop othersWork Location and Arrangement:
Work location is flexible if within 100 miles of the Richmond, VA Home Office or Dallas, TX Technology Hub or Atlanta, GA CarMax Auto Finance Office if approved by the Company.Work Authorization:
Applicants must be currently authorized to work in the United States on a full-time basis.About CarMax:CarMax disrupted the auto industry by delivering the honest, transparent and high-integrity experience customers want and deserve. This innovative thinking around the way cars are bought and sold has helped us become the nation’s largest retailer of used cars, with over 200 locations nationwide.Our amazing team of more than 25,000 associates work together to deliver iconic customer experiences. Along the way, we help every associate grow their career and achieve their best, at work and in their community. We are recognized for our commitment to training and diversity and are one of the FORTUNE 100 Best Companies to Work For.CarMax is an equal opportunity employer, and all qualified candidates will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, genetic information, national origin, protected veteran status, disability status, or any other characteristic protected by law.Upon an applicant's request, CarMax will consider reasonable accommodation to complete the CarMax Job Application.
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