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r sql python bayesian experimentation hierarchical modeling๐ Description
- Drive revenue growth through pricing, monetization, and experiments.
- Analyze device data to shape strategy and product impact.
- Design and analyze A/B tests and quasi-experiments.
- Define a unified metrics framework across Devices and Monetization.
- Translate analyses into actionable recommendations for leadership.
- Lead pricing and experimentation initiatives, including price testing and bundles.
๐ฏ Requirements
- 8+ years of experience in data analytics within consumer internet or mobile B2C, with ownership of growth and monetization outcomes.
- Deep experience in subscription-led and hybrid monetization models, including pricing and attach optimization.
- Expertise in pricing strategy, including pricing experiments, price-demand elasticity modeling, promotions and bundles, and long-term revenue/margin impact.
- Deep understanding of subscription economics in a B2C context, including LTV modeling, retention dynamics, attach rate optimization, churn analysis, and cohort-based profitability.
- Strong experience applying Bayesian experimentation and hierarchical modeling in low-traffic environments.
- Proficiency in SQL and Python or R, plus cloud data platforms such as AWS, Snowflake, Databricks, Redshift, Presto, Athena, Hive, or Teradata.
๐ Benefits
- Competitive pay and benefits.
- Medical, dental, vision, life and disability insurance (US 100% paid; Canada has supplemental options).
- 401(k) with company matching (US) / RRSP with DPSP (Canada).
- Employee Assistance Program (EAP) for mental wellness.
- Flexible PTO and 12 company-wide days off.
- Equipment, tools, and reimbursement support for a productive remote environment.
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