Contractor Data Analyst

• Partner with our Product team to inform feature development and behavioral interventions through data analysis.
• Design hypotheses, run experiments, and analyze results to support iterative product improvements.
• Conduct exploratory and statistical analyses to uncover user behavior patterns, performance trends, and optimization opportunities.
• Build and maintain Mixpanel dashboards to track user behavior and product performance.
• Define and validate Mixpanel event tracking requirements; review application code to troubleshoot tracking issues.
• Write SQL queries to extract and analyze data from internal databases and Snowflake.
• Develop Python scripts for complex data processing, automation, and statistical analysis.
• Build and maintain Fresh Tri’s Snowflake data warehouse, including integrating new data sources and optimizing schemas.
• Create and maintain visualizations in Snowflake or other BI tools to communicate insights across teams.
• Collaborate with Engineering to ensure data quality and seamless integration across systems.
• Conduct qualitative user research (e.g., interviews) to complement quantitative findings.
• Support academic & business reporting with actionable insights and recommendations.
• Prepare methods and results sections for research manuscripts.
• Support outcome reporting and perform advanced statistical testing for ad hoc requests.
• Lead and contribute to grant-funded projects and applications.
• Design and execute statistical analysis plans aligned with research and business goals.
• Merge and clean data in statistical software for analysis.
• Conduct literature reviews and support business analysis for existing clients and in support of commercial efforts.

• 2+ years of experience in a Product Analyst, Growth Analyst, Data Analyst, or related role supporting digital product development.
• Strong working knowledge of Mixpanel, including dashboard creation, event taxonomy, and tracking validation.
• Proficiency in SQL and experience querying both structured and unstructured data.
• Experience writing Python for data manipulation, analysis, or automation.
• Familiarity with Snowflake, including managing data pipelines, adding data sources, and maintaining visualizations.
• Understanding of statistical analysis, including experiment design, significance testing, and regression modeling.
• Comfort reading and understanding application code to troubleshoot analytics issues (e.g., instrumentation/debugging Mixpanel tracking).
• Experience with Google Analytics, A/B testing frameworks, and product experimentation is a plus.
• A BA/BS degree in a technical, quantitative, or behavioral science field is preferred.
• Strong communication skills — you can distill complex analyses into clear, actionable insights for a non-technical audience.
• A natural curiosity, collaborative spirit, and a drive to make a meaningful impact through your work.

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