Tech Stack

Description

As a Senior Data Scientist on the Riot Singapore Efficiency team, you'll apply Machine Learning to accelerate game development processes, collaborate with game teams to optimize creative pipelines, and develop innovative tools to enhance player experiences.

Requirements

• Master's or Ph.D. in CS, Statistics, Math, or related field with focus on ML/Data Science/AI
• 3+ years experience applying Data Science to real-world problems with impactful solutions
• Proficiency in Python, R, C, C++, C# and frameworks like TensorFlow, PyTorch, or JAX
• Strong understanding of statistical analysis, experimental design, and data visualization
• Experience with Generative Models (Diffusion Models, GANs, VAEs) for creative optimizations

Responsibilities

• Develop and implement Machine Learning models to accelerate creative pipeline optimizations
• Collaborate with game designers, engineers, and artists to apply ML to streamline workflows
• Design and conduct experiments to validate models and drive continuous improvement
• Stay abreast of latest advancements in ML and gaming technology