Senior Data Scientist at King focusing on gameplay automation and analytics to improve Candy’s core gameplay. Collaborating with Product and Engineering teams for data-driven capabilities.
Responsibilities
Join Candy Foundation to help make Candy’s core gameplay faster, smarter, and more fun.
Partner with Product, Engineering, and Analytics to define data‑driven capabilities across Level and Decision Automation, and Developer Experience by building detect → act → measure loops.
Develop robust modelling and measurement for level quality and live decisioning: proxy/operational gameplay metrics, reliability checks, drift detection, and impact alignment to business outcomes.
Build and productionize models and analytical tools that support: Automated playtesting and simulation signals, Difficulty and progression evaluation, Tweak/adjustment explainability and guardrails.
Contribute to shared data products (datasets, features, dashboards) that improve observability of level, decision, and developer experience across games.
Requirements
Proven track record driving impact through statistics-first data science: problem framing → rigorous experimentation → modelling → deep-dive analyses → clear recommendations.
Strong foundations in statistics and experimentation: hypothesis testing, power analysis, variance reduction, causal reasoning basics, measurement strategy, and pitfalls.
Proficiency in practical modelling and analytical workflows (e.g., Python/R/SQL) to run experiments, build interpretable models, and perform deep dives.
Excellent communication and stakeholder partnership; ability to translate analysis into decisions and influence cross‑functional roadmaps.
High standards for rigor and reproducibility (clean analysis, documentation, peer review); bias toward simplicity over unnecessary complexity.
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