KPI Monitoring: Report on these KPIs, identifying trends, and areas for improvement, and providing actionable recommendations
Data Analysis: Extract insights and trends related to player behavior, game performance, and in-game economy
A/B Testing: Design and implement A/B tests, formulating clear hypotheses and conducting statistical significance testing
Dashboards and Reporting: Develop and maintain reporting dashboards and automated reports to provide real-time visibility into game performance
Predictive Modeling: Build and maintain predictive models using statistical and machine learning techniques for forecasting player retention, churn, and spending behavior
Data Integrity: Ensure data accuracy and integrity, troubleshoot data issues, and collaborate with engineering for improved data collection processes. Regularly review and update data governance policies.
Market Analysis: Conduct a comprehensive market analysis to understand industry trends and competitive positioning. Inform strategic decisions based on market insights.
User Feedback Analysis: Analyze user feedback and support tickets to identify common issues or feature requests, contributing to game improvements.
Requirements & Skills:
Ability to effectively balance the needs of technology, business, and player experience
Understanding of economy and monetization design
Plays F2P mobile games
Continuously looking for ways to improve and iterate on existing framework, or building anew for best results
Great attention to detail – actually has read this job description; please include the phrase “beauty is in the details” in your cover letter.
Bachelor’s or Master’s degree in Data Science, Statistics, Computer Science, or a related field
Strong proficiency in SQL, Python, R, or similar data analysis tools
Experience with data visualization tools (e.g., Tableau, Power BI)
Knowledge of statistical modeling and machine learning techniques
