Description
Electronic Arts creates next-level entertainment experiences that inspire players and fans around the world. As a Senior Machine Learning Engineer, you will join our multidisciplinary effort to deliver new core game mechanics that act in more believable ways by leveraging Machine Learning (ML) and Reinforcement Learning (RL).
Your responsibilities will include researching, evaluating, and deploying Reinforcement Learning models and techniques for real-time applications, investigating novel imitation learning techniques applicable to the game's mechanics, and tailoring the functionality of these models and inference frameworks to fit FC's requirements and target platform constraints.
You will also develop, optimize, and polish game features that leverage these models to deliver them to FC players, share knowledge on your work by directly engaging with other members of the game team to develop and ship features, evangelize the craft through presentations and interactive demonstrations, promoting Machine Learning best practices and applications within the team, and stay abreast of the latest advancements in the Machine Learning and Reinforcement Learning field.
Required qualifications include a PhD or Masters degree in Computer Science, Mathematics, or a related field, or equivalent professional experience, strong computer programming fundamentals, proficiency in Python, and experience with C++. You should also have 5+ years of professional experience with ML, RL, and Imitation Learning along with their respective tools and frameworks, and a proven record of building, deploying, and maintaining Machine Learning applications in productized software.
Preferred qualifications include experience with deploying on-device RL systems, optimizing the RL loop for efficient training with complex environments, optimizing ML models for memory and compute constrained real-time environments, and working with cloud technology and platforms such as containers, Kubernetes, Azure, or AWS.
Electronic Arts offers a competitive salary range of $141,400 - $204,400 CAD per year, depending on location, and a comprehensive benefits package including vacation, sick time, paid parental leave, extended health and dental coverage, life insurance, disability insurance, and retirement plan.