Data Scientist, Growth & Monetization
- Build predictive models to forecast churn, retention, upsell potential, credit progression, and lifetime value
- Develop user segmentation and engagement scoring to power personalized messaging, lifecycle marketing, and feature adoption
- Analyze current marketing performance across all organizational channels, especially affiliates, to optimize Unit Economics and ROI
- Own A/B testing design and measurement to accelerate learnings across acquisition, product, and communications
- Provide channel attribution and funnel analysis to identify what drives high-value customers
- Conduct customer journey and conversion analysis to uncover friction points and recommend actionable improvements
- Partner with marketing and product teams to translate data into experiments and features that move the needle
- Turn raw data into business decisions, identifying market performance unit economics, where to pull back/push forward. Providing opportunity across marketing, product, and customer lifecycle
- Monitor and improve KPIs: CAC, CPA, ROAS, LTV, churn, conversion rates, and user engagement
- 4+ years in a data science or advanced analytics role, ideally in D2C SaaS or fintech
- Expert in Python, SQL, and data visualization tools (Tableau, Looker, PowerBI)
- Proficient in Excel and experienced with cloud data platforms (AWS Ecosystem experience a plus)
- Skilled in machine learning (e.g., scikit-learn, XGBoost, AWS SageMaker) with a strong foundation in statistics, predictive modeling, and experiment design
- Deep understanding of SaaS metrics (LTV, CAC, ARPU, churn) and what drives them
- Skilled at translating complex findings into clear, actionable insights for non-technical teams, with a track record of driving meaningful business decisions
- Creative, ambitious, and thrives in fast-moving environments
- Proven track record of using data to drive growth
- Experience with Singular, Mixpanel, Stitch; Familiar with affiliate platforms is a plus
- Competitive salary + equity
- Flexible remote work environment
- Health, dental, vision coverage
- Ground-floor opportunity at a mission-driven, profitable, scaling startup
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