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Senior Machine Learning Engineer

1 month ago

London, Greater London, United Kingdom Tbwa ChiatDay Inc Full time

At PlayStation, we're at the forefront of innovation, pushing the boundaries of technology to create immersive gaming experiences. As a Senior Machine Learning Engineer, you'll be a key contributor to our research team, driving technical excellence and innovation.

The role involves designing, implementing, and optimizing novel machine learning models and algorithms to perform challenging tasks in game development. You'll work closely with the technical lead to drive innovation and contribute to the authorship of team research papers, presenting at relevant conferences.

We're seeking an expert in Imitation Learning and Reinforcement Learning techniques for game-playing agents. Your passion for pushing the boundaries of artificial intelligence will help us develop new technologies and stay ahead of the curve.

This is a highly collaborative and fast-moving environment where innovation and creativity are encouraged. As a Senior Machine Learning Engineer, you'll have the opportunity to work with other SIE teams to deploy machine learning models in production environments, solving issues and ensuring scalability and performance.

Your responsibilities will include:

  • Designing and developing novel machine learning techniques to solve diverse tasks in game development
  • Performing data analysis and cleaning to uncover insights and patterns
  • Contributing to the authorship of team research papers and presenting at conferences
  • Working with other teams to deploy machine learning models in production environments
  • Presenting findings to stakeholders and communicating complex technical issues to both technical and non-technical colleagues

To succeed in this role, you'll need:

  • A Master's degree in computer science, electrical engineering, robotics, statistics, mathematics, or a related field
  • 4+ years of experience in machine learning with published research papers and proven expertise in Imitation Learning and Reinforcement Learning
  • Expertise in programming languages and frameworks relevant to machine learning, including Python, NumPy, and PyTorch
  • A strong understanding of data analysis, mining, and preprocessing
  • Excellent problem-solving, communication, and interpersonal skills

We offer a competitive salary range of $140,000 - $200,000 per year, depending on location and experience. Our benefits package includes discretionary bonus opportunities, hybrid working arrangements, private medical insurance, 25 days holiday per year, on-site gym, free soft drinks, access to cycle garage and showers, and more. We strive to create an inclusive environment that empowers employees and embraces diversity.