Staff Machine Learning Engineer

3 weeks ago

London, Greater London, United Kingdom 2K Full time
Unlock the Future of Gaming

At PlayStation, we're pushing the boundaries of innovation and creativity. As a Staff Machine Learning Engineer, you'll be at the forefront of developing groundbreaking gaming experiences.

Our team is dedicated to creating immersive and unforgettable experiences, and we're seeking a talented expert in machine learning to join us. You'll be responsible for designing, implementing, and optimizing novel machine learning models and algorithms to perform challenging and diverse tasks.

Key Responsibilities:

  • Design and develop novel machine learning techniques to solve diverse tasks in game development.
  • Perform data analysis and cleaning to uncover insights and patterns.
  • Contribute to the authorship of team research papers, presenting at relevant conferences.
  • Work with other teams to deploy machine learning models in production environments, solving issues and ensuring scalability and performance.
  • Present findings to stakeholders, communicating complex technical issues to both technical and non-technical colleagues.
  • Stay current with the latest machine learning and artificial intelligence research, helping to communicate information across the team.
  • Quickly prototype new ideas and technologies to evaluate relevance and performance.
  • Mentor junior members of the team, providing guidance, sharing best practices, and encouraging open discussions.
  • Contribute to maintaining a culture of innovation, curiosity, and continuous learning within the team.
  • Help foster an inclusive and diverse work environment, where every team member feels valued, respected, and empowered.
  • Operate in a diverse, global environment with teams spread across different time zones and a willingness to work outside normal working hours as required.
  • Travel to conferences and for team collaborations.

Requirements:

  • Master's degree in computer science, electrical engineering, robotics, statistics, mathematics, or a related field. PhD is a plus.
  • 6+ years in machine learning with published research papers and proven experience in Imitation Learning and Reinforcement Learning.
  • Expertise in programming languages and frameworks relevant to machine learning, including Python, NumPy, and PyTorch.
  • Strong understanding of data analysis, mining, and preprocessing.
  • Excellent problem-solving, communication, and interpersonal skills.
  • An interest in gaming and exploring the intersection of machine learning and game technology is desirable.

We're an equal opportunity employer and welcome applications from diverse candidates. If you're passionate about machine learning research, driving innovation, and sharing the future of gaming, we'd love to hear from you.

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