CarMax

SeniorManager,DataScience

$175–250k ~AI est. Richmond, Virginia, United States FULL TIME
The Brief

“Senior Manager, Data Science at CarMax. Skills: Data Science, Machine Learning, Predictive modeling, Team Leadership. Lead model development. Enhance predictive models”

What You'll Achieve.

Deliver insights; Deliver strategic impact

Industry & Context.

Problems you'll solve

Analytical mindset

What They're Looking For.

Must Have

Master's or Ph. D. in quantitative field, 4+ years Python experience, 4+ years machine learning experience, 4+ years statistical modeling experience, 4+ years data mining experience, 4+ years working with data lakes, 4+ years working with cloud platforms, 4+ years working with relational databases, SQL proficiency, Analytical mindset, Demonstrated project management skills, Experience mentoring team members

Nice to Have

Ph. D. preferred, Hands-on NLP solutions experience, Information retrieval experience, Information extraction experience, Sentiment analysis experience, Topic modeling experience, Classification deep learning experience

What You'll Do.

Lead model development

Enhance predictive models

Apply data science techniques

Generate actionable insights

Build data ecosystem understanding

Design controlled experiments

Support controlled experiments

Identify new use cases

Develop new use cases

Build data infrastructure

Build modeling infrastructure

Communicate model outcomes

Communicate opportunities

Influence business strategy

Lead data science team

Mentor data scientists

Develop data scientists

Promote analytics best practices

Promote modeling best practices

Promote experimentation best practices

Foster technical growth

Foster professional growth

How You'll Work.

Team & Collaboration

Partner with Product teams; Partner with Operations teams; Partner with Strategy teams; Partner with Data Engineering teams; Communicate with stakeholders

Communication Scope

Explain complex concepts

Process & Methodology

Project management, Manage competing priorities

Free ATS check

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