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Professional Summary
“Data science manager with 8+ years of experience including 4 years leading teams of 6-15 data scientists and ML engineers. Track record of building data science functions from the ground up, establishing experimentation culture, and delivering $50M+ in quantified business impact through ML initiatives.”
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Key Skills
Team LeadershipML StrategyStakeholder ManagementA/B Testing StrategyPython/SQLExperiment DesignHiring/MentorshipProject PrioritizationExecutive CommunicationCross-functional Collaboration
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Sample Experience Bullets
- Built and led a data science team of 12 (data scientists, ML engineers, analysts). Team's models drove $45M in incremental revenue through personalization
- Set up the company-wide experimentation platform and A/B testing methodology. Went from 10 experiments a quarter to 200+
- Owned the ML roadmap aligned with product strategy. Prioritized 20+ model initiatives based on expected impact and feasibility
- Hired and mentored 10 data scientists. Four got promoted to senior, two to lead roles within 2 years
- Worked with the C-suite to define the data strategy and secured a $5M investment in infrastructure for real-time ML
- Ran weekly 1:1s with all reports and led quarterly planning for the data science team. Handled performance reviews and career growth conversations
- Responsible for deciding which ML projects to pursue and which to kill. Not every model idea is worth the investment
- Presented model performance and business impact metrics to the executive team monthly. Made the case for continued ML investment
- Established coding standards and model review processes for the team. Every model went through peer review before production
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ATS Keywords
Include these keywords in your resume to pass Applicant Tracking Systems.
data science managerML managerdata science leadershipanalytics leadershipML strategyteam buildingexperimentation culturebusiness impactdata-driven cultureML roadmap
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Recommended Certifications
- Google Professional Machine Learning Engineer
- Reforge Analytics & Data Science Certificate
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