Staff Software Engineer (Machine Learning) - AI Accelerator

Key Skills

Java Programming, Design, Python Programming, C++, SQL, AWS, Deep Learning, PyTorch, TensorFlow, Docker, Kubernetes-K8s, Google Cloud Platform (GCP), Algorithms, Databricks, Data Analysis

Job Description

The AI Accelerator performs applied research to accelerate the pace of building AI enabled applications for our game teams and to establish AI as a core capability at Riot.

In this role, you will lead the engagement with an R&D game team to develop AI agents that can play the game at a high skill level. You will be responsible for the end-to-end development of the agent as well as any infrastructure required to train the agent or integrate the agent into features required by the game teams.

Responsibilities:

• Propose, implement, and evaluate algorithms that can play games at a high skill level
• Work with game teams to propose, define, and develop AI enabled features (e.g. metagame analysis, player coaching, play vs AI)
• Integrate game servers into research & training infrastructure
• Develop and optimize a distributed training infrastructure including algorithms, hyperparameters, CPU, memory, and I/O
• Inform and manage stakeholders on game teams

Required Qualifications:

• MS in Computer Science or equivalent with 6+ years software engineering experience or BS in Computer Science or equivalent with 8+ years software engineering experience
• 2+ years experience in deep learning
• 1+ years experience in reinforcement learning
• Experience in distributed computing systems design
• Significant experience with Python
• Expertise with Tensorflow or Pytorch
• Familiarity with cloud service providers (GCP or AWS)
• Experience with container orchestration tooling (Docker)

Desired Qualifications:

• Game theory fundamentals
• Kubernetes, Databricks, SQL, Redis
• C++, Unreal Engine

For this role, you'll find success through craft expertise, a collaborative spirit, and decision-making that prioritizes your fellow Rioters, who are the customers of your work. Being a dedicated fan of games is not necessary for this position!