kraftonamericas · El Segundo, CA
Skills: Python, SQL
THE COMPANY KRAFTON is dedicated to identifying and publishing games worldwide that offer a uniquely enjoyable experience, crafted by our globally recognized production studios known for their distinctive creativity. We continuously push the boundaries of gaming enjoyment by embracing new challenges and technologies and expanding our platforms and services to captivate an even larger fan base. Best known for the genre-defining worldwide sensation PUBG: Battlegrounds, our stellar studios based across the globe include PUBG Studios, Striking Distance Studios, Unknown Worlds, Bluehole Studio, RisingWings and more. In collaboration with our passionate and driven team, we strive to establish ourselves as a renowned creator of masterpieces in the global gaming market. THE OPPORTUNITY We are looking for a Senior level Game Security Data Scientist to develop, apply, and operate game security solutions and security operations systems to create a trusted gameplay environment for KRAFTON games. Centered around KRAFTON Security Services (KSS), we provide core capabilities and services required for game security, including Anti-Cheat, Anti-Tamper, security operations, data analysis, and ML-based detection. DUTIES Enhance the data analytics and ML-based detection capabilities provided by KSS, and develop models that can quickly and accurately detect and classify abnormal behavior and cheating in games. You will analyze large-scale game logs and user behavior data, improve the performance of detection models, and support the effective use of detection results in security operations and enforcement response. RESPONSIBILITIES Develop and improve ML models to detect abnormal user behavior and cheating in games Detect anomalies by analyzing large-scale game logs, user behavior data, and security events Analyze cheating patterns, identify detection features, and design and enhance detection logic Support data analysis for security operations and enforcement response Design and visualiz…
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