Machine Learning Engineer

1 Month ago • 2 Years + • Artificial Intelligence

Job Summary

Job Description

As a Machine Learning Engineer at PlayStation's Future Technology Group, you'll be a key contributor to research and development, focusing on Imitation Learning and Reinforcement Learning for game-playing agents. Responsibilities include designing, implementing, and optimizing machine learning models and algorithms for diverse game development tasks. You'll collaborate with cross-functional teams, publish research papers in top-tier conferences, perform data analysis, and present findings to stakeholders. The role requires expertise in Imitation Learning, Reinforcement Learning, Python, NumPy, and PyTorch, along with a strong understanding of data analysis and a passion for pushing AI boundaries.
Must have:
  • 2+ years in Machine Learning with publications
  • Expertise in Imitation & Reinforcement Learning
  • Proficiency in Python, NumPy, PyTorch
  • Strong data analysis skills
  • Research publication commitment
Good to have:
  • PhD in related field
  • Passion for gaming

Job Details

Why PlayStation?

PlayStation isn’t just the Best Place to Play — it’s also the Best Place to Work. Today, we’re recognized as a global leader in entertainment producing The PlayStation family of products and services including PlayStation®5, PlayStation®4, PlayStation®VR, PlayStation®Plus, acclaimed PlayStation software titles from PlayStation Studios, and more.

PlayStation also strives to create an inclusive environment that empowers employees and embraces 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.

The PlayStation brand falls under Sony Interactive Entertainment, a wholly-owned subsidiary of Sony Group Corporation.

  
Location: London, UK 
 
At the forefront of innovation for PlayStation, the Future Technology Group is dedicated to creating immersive and unforgettable gaming experiences. As we continue to push the boundaries of technology, we are seeking a talented Machine Learning Engineer specialising in Imitation Learning to join our dynamic R&D team. 

A passion for pushing the boundaries of artificial intelligence and a commitment to publishing in top-tier conferences and journals are essential. Our team is at the forefront of Imitation Learning and Reinforcement Learning techniques for game-playing agents, and we seek an expert in the field to join us in developing new technologies.   

As a Machine Learning Engineer, you will be a key contributor to our research team, supporting the technical lead in driving technical excellence and innovation. You will be responsible for designing, implementing and optimising novel machine learning models and algorithms to perform challenging and diverse tasks. You will perform a central role in a highly collaborative and fast-moving environment where innovation and creativity are encouraged. 
 

What you’ll be doing: 
 

  • Imitation Learning Development: Design, develop and implement novel machine learning techniques to solve diverse tasks in game development. 

  • Research and Innovation: Contribute to the authorship of team research papers, presenting at relevant conferences. 

  • Data Analysis: Perform data analysis and cleaning to uncover insights and patterns. 

  • Collaboration and Creativity: Work with cross-functional teams to deploy machine learning models in production environments, solving issues and ensuring scalability and performance. 

  • Communication: Present findings to stakeholders, communicating complex technical issues to both technical and non-technical colleagues. 

  • Continuous Learning: Stay current with the latest machine learning and artificial intelligence research, attending top-tier conferences and communicating information across the team. 

  • Prototyping: Quickly prototype new ideas and technologies to evaluate relevance and performance. 

  • Inclusive Culture: Contribute to maintaining a culture of innovation, curiosity, creativity, and continuous learning within the team. 

 
 

What we are looking for:  
 

  • Education: Master’s degree in computer science, electrical engineering, robotics, statistics, mathematics, or a related field. PhD is a plus. 

  • Domain Expertise:   

  • 2+ years in machine learning (in industry or academia) 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. 

  • Strong understanding of data analysis, mining and preprocessing 

  • Research Ambition: A passion for pushing the boundaries of artificial intelligence and a commitment to publishing in top-tier conferences and journals  

  • Interpersonal Skills: Excellent problem-solving, communication and interpersonal skills 

  • Passion for Gaming: An interest in gaming and exploring the intersection of machine learning and game technology is desirable. 
     
     

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.

We strive to create an inclusive environment, empower employees and embrace diversity. We encourage everyone to respond. 

PlayStation is a Fair Chance employer and qualified applicants with arrest and conviction records will be considered for employment.

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About The Company

Want to take your career to the next level? Search open job vacancies at any of the Sony Interactive sites by visiting playstation.com/careers/


Sony Interactive Entertainment pushes the boundaries of entertainment and innovation, starting from the launch of the original PlayStation in Japan in 1994. Today, we continue to deliver innovative and thrilling experiences to a global audience through our PlayStation line of products and services that include generation-defining hardware, pioneering network services, and award-winning games. Headquartered in San Mateo, California, with global functions in California, London, and Tokyo, and game development studios around the world as part of PlayStation Studios, we believe that the power of play is borderless. Sony Interactive Entertainment is a wholly owned subsidiary of Sony Group Corporation.  


For more information about our company, please visit SonyInteractive.com. For more information about PlayStation products, please visit PlayStation.com.

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