Machine Learning Innovator

20 hours ago

London, Greater London, United Kingdom PlayStation Global Full time
Staff Machine Learning Engineer

We are seeking a talented Staff Machine Learning Engineer to join our Future Technology Group at PlayStation Global.

This is a unique opportunity to contribute to the creation of groundbreaking gaming experiences, leveraging your expertise in machine learning research and innovation.

About the Role:

  • Design, develop and implement 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 SIE teams to deploy machine learning models in production environments, solving issues and ensuring scalability and performance.
  • Presents 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.

About You:

  • A Master's degree in computer science, electrical engineering, robotics, statistics, mathematics, or a related field. A 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.
  • A strong understanding of data analysis, mining and preprocessing.
  • Excellent problem-solving, communication and inter-personal skills.
  • An interest in gaming and exploring the intersection of machine learning and game technology is desirable.

Benefits:

  • $120,000 - $180,000 per year salary.
  • Discretionary bonus opportunity.
  • Hybrid Working (within Flexmodes).
  • Private Medical Insurance.
  • Dental Scheme.
  • 25 days holiday per year.
  • An On Site Gym.
  • A Subsidised Café.
  • Free soft drinks.
  • An On site bar.
  • Access to cycle garage and showers.

Equal Opportunity Statement:

Sony is an Equal Opportunity Employer. All persons will receive consideration for employment without regard to gender (including gender identity, gender expression and gender reassignment), race (including colour, nationality, ethnic or national origin), religion or belief, marital or civil partnership status, disability, age, sexual orientation, pregnancy, maternity or parental status, trade union membership or membership in any other legally protected category.

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