Product Data Analyst

• Partner with Product to inform feature development and behavioral interventions through data
• Design hypotheses, run experiments, and analyze results
• Conduct exploratory and statistical analyses to uncover user behavior patterns and performance trends
• Build and maintain Mixpanel dashboards to track user engagement and product health
• Define and validate Mixpanel event tracking and troubleshoot instrumentation issues
• Write SQL to query internal databases and Snowflake
• Develop Python scripts for data processing, automation, and statistical analysis
• Build and maintain Fresh Tri’s Snowflake data warehouse, including schema design and data ingestion
• Create and maintain BI visualizations for stakeholders
• Partner with Engineering to ensure data quality and pipeline reliability
• Conduct qualitative user research (e.g., interviews) to complement quantitative data
• Support academic and business reporting with actionable insights
• Write methods and results sections for research manuscripts
• Perform advanced statistical testing for ad hoc analysis
• Lead or support grant-funded projects and applications
• Design and execute statistical analysis plans
• Clean, merge, and prepare datasets for analysis
• Conduct literature reviews and support commercial and client research

• 2+ years in Product Analytics, Growth Analytics, Data Analytics, or a similar role supporting digital products
• Strong experience with Mixpanel (dashboards, event tracking, taxonomy, validation)
• Proficiency in SQL for structured and unstructured data
• Experience using Python for analysis, automation, or data processing
• Experience with Snowflake, including pipelines, data sources, and visualizations
• Solid foundation in statistics, including experiment design, hypothesis testing, and regression
• Ability to read and understand application code for debugging analytics instrumentation
• Bachelor’s degree in a technical, quantitative, or behavioral science field preferred
• Strong communication skills — able to translate complex analysis into clear business insights
• Curious, collaborative, and impact-driven

Experience with Google Analytics, A/B testing tools, and experimentation frameworks is a plus