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Principal Data Scientist

2 months ago

Singapore Riot Games Full time
{"h1": "Principal Data Scientist - AI Innovation", "p": "At Riot Games, we're pushing the boundaries of what's possible in game development. Our AI team is seeking a talented Principal Data Scientist to join our mission to drive innovation and efficiency in game development processes. As a key member of our team, you will play a crucial role in leveraging Machine Learning techniques to accelerate creative pipeline optimizations, streamline workflows, and enhance player experiences.

Responsibilities:

* Lead the development and implementation of Machine Learning models focused on accelerating creative pipeline optimizations, including content creation, iteration, and integration processes.
* Collaborate with game designers, engineers, and artists to identify opportunities for applying Machine Learning techniques to streamline creative workflows, improve asset generation, and enhance overall efficiency in game development.
* Design and conduct experiments to validate models, measure their impact on creative pipeline optimizations, and drive continuous improvement.
* Stay abreast of the latest advancements in Machine Learning, and gaming technology, and proactively explore innovative approaches to enhancing creative pipeline efficiencies.

Requirements:

* Master's or Ph.D. degree in Computer Science, Statistics, Mathematics, or a related field, with a focus on Machine Learning, Data Science, or Artificial Intelligence.
* At least 5 years of extensive experience in applying Data Science techniques to real-world problems, with a proven track record of delivering impactful data science solutions in a fast-paced environment.
* Proficiency in programming languages such as Python, R, C, C++, C#, and experience with libraries and frameworks such as TensorFlow, PyTorch, or JAX.
* Strong understanding of statistical analysis, experimental design, and data visualization techniques.
* Experience working with Generative Models, such as Score-based Diffusion Models, Generative Adversarial Networks (GANs) or Variational Autoencoders (VAEs), to drive creative pipeline optimizations.
* Excellent communication skills, with the ability to effectively communicate complex technical concepts to non-technical stakeholders.
* Experience working in the gaming industry or a related field is a plus.
* Leadership experience, including mentoring junior team members, interns and driving cross-functional collaboration, is highly desirable.

Perks:

* Full relocation support
* Full health insurance for you, your spouse, and children
* Open paid time off
* Retirement benefits with company matching
* Life insurance, parental leave, plus short-term and long-term disability
* Play Fund so you can broaden and deepen your knowledge of our players and community through games
* We will double down on your donations of time and money to non-profits

At Riot Games, we're committed to creating a workplace culture that's inclusive, diverse, and equitable. We believe that our differences are what make us stronger and more innovative. We're dedicated to building a team that reflects the diversity of our players and the communities we serve.

If you're passionate about using Machine Learning to drive innovation and efficiency in game development, and you're looking for a challenging and rewarding role, we encourage you to apply.