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\textit{Senior Data Scientist, Gameplay} \hfill\textbf{January, 2024 - Present}\newline
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As part of the game science team, I work to make Call of Duty better through data. In this role, I:
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\begin{list2}
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\item Partner with senior design leadership and cross-functional teams, including engineering and product management, to define key metrics, identify opportunities for game and business improvements, and drive data-informed decision making across the game.
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\item Lead initiatives to understand how gameplay systems (maps, modes, weapons, in-game communication) influence top-line KPIs and suggest design improvements based on data insights.
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\item Design, implement, and monitor experiments, A/B tests, and other methodologies to drive improvements in gameplay features and player engagement.
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\item Partner with senior design leadership and cross-functional teams to define key metrics, identify opportunities for game and business improvements, and drive data-informed decision making across the game.
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\item Lead initiatives to understand how gameplay systems (maps, modes, weapons, in-game communication, etc.) influence top-line KPIs and suggest design improvements based on data insights.
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\item Designand implement experiments (A/B tests), develop data models, and create visualizations to analyze player behavior, gameplay patterns, and drive improvements in game features and player engagement.
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\item Drive data quality and ensure instrumentation across the game to capture accurate and actionable data; collaborate closely with engineering teams to ensure seamless data flow.
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\item Lead the development and implementation of data models, production metrics, and visualizations to provide insights into player behavior, gameplay patterns, and overall game performance.
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\item Manage and mentor junior data scientists, offering guidance in study design, statistical analysis, and effective data communication.
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