Related skills
sql python pandas scikit-learn google ads📋 Description
- Frame marketing problems as scoped modeling tasks and own end-to-end.
- Develop attribution models to allocate marketing investment across channels.
- Build propensity, lead scoring, and churn models to prioritize GTM focus.
- Model product engagement signals vs downstream outcomes (expansion, retention, conversion).
- Design, execute, and interpret experiments (A/B, MVT, geo) with power analysis.
- Build segmentation and cohort analyses to reveal patterns and funnel opportunities.
🎯 Requirements
- Bachelor’s degree in quantitative field; Master’s/PhD a bonus.
- 4–6 years applying data science in product/growth/marketing at a high-growth company.
- Strong Python (pandas, scikit-learn, statsmodels) and SQL.
- Experience building predictive models driving business decisions.
- Hands-on marketing measurement: attribution, MMM, incrementality testing.
- Solid statistical foundation: forecasting, regression, causal inference, design.
🎁 Benefits
- Remote-friendly with a global, distributed workforce.
- Reasonable accommodations available during application/interview.
- Equal Opportunity employer.
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