Staff Machine Learning Engineer

3 weeks ago

London, Greater London, United Kingdom newscientist - Jobboard Full time
Role Overview

PlayStation is seeking a talented Staff Machine Learning Engineer to join our Future Technology Group, driving innovation in immersive gaming experiences.

Key Responsibilities
  1. Design and implement novel machine learning techniques to solve diverse tasks in game development.
  2. Perform data analysis and cleaning to uncover insights and patterns.
  3. Contribute to the authorship of team research papers, presenting at relevant conferences.
  4. Work with other SIE teams to deploy machine learning models in production environments, solving issues and ensuring scalability and performance.
  5. Present findings to stakeholders, communicating complex technical issues to both technical and non-technical colleagues.
  6. Stay current with the latest machine learning and artificial intelligence research, helping to communicate information across the team.
  7. Quickly prototype new ideas and technologies to evaluate relevance and performance.
  8. Mentor junior members of the team, providing guidance, sharing best practices and encouraging open discussions.
  9. Contribute to maintaining a culture of innovation, curiosity, and continuous learning within the team.
  10. Help foster an inclusive and diverse work environment, where every team member feels valued, respected, and empowered.
  11. Operate in a diverse, global environment with teams spread across different time zones and a willingness to work outside normal working hours as required.
  12. Travel to conferences and for team collaborations.
Requirements
  1. Master's degree in computer science, electrical engineering, robotics, statistics, mathematics, or a related field. PhD is a plus.
  2. 6+ years in machine learning with published research papers and proven experience in Imitation Learning and Reinforcement Learning.
  3. Expertise in programming languages and frameworks relevant to machine learning, including Python, NumPy and Pytorch.
  4. Strong understanding of data analysis, mining and preprocessing.
  5. Excellent problem-solving, communication and inter-personal skills.
  6. An interest in gaming and exploring the intersection of machine learning and game technology is desirable.

At PlayStation, we strive to create an inclusive environment, empower employees and embrace diversity. We welcome and encourage everyone who has a passion and curiosity for innovation, technology, and play to explore our open positions and join our growing global team.

We are an Equal Opportunity Employer and a Fair Chance employer. Qualified applicants with arrest and conviction records will be considered for employment.

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