Research Engineer - Machine Learning

PlayStation Global; City Of London; On-site; GBP 60,000 - 80,000; Full time

Job summary

A leading gaming company is seeking a talented Machine Learning Engineer specializing in Imitation Learning to join their R&D team in London. The role involves developing innovative machine learning techniques for game development, contributing to research, and collaborating across teams. Candidates must have a Master’s degree, 2+ years of experience in machine learning, and proficiency in Python, NumPy, and PyTorch.

Qualifications

• 2+ years in machine learning with published research.
• Experience in Imitation Learning and Reinforcement Learning.

Responsibilities

• Design and implement novel machine learning techniques for game development.
• Contribute to research papers and present at conferences.
• Perform data analysis and cleaning.
• Collaborate with cross-functional teams.
• Communicate findings to stakeholders.
• Stay current with latest AI research.
• Prototype new ideas and technologies.

Skills

Imitation Learning

Reinforcement Learning

Data analysis

Python

NumPy

PyTorch

Communication skills

Education

Master’s degree in relevant field

PhD preferred

Job description

Overview

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

We are looking for candidates who are passionate about innovation in artificial intelligence and committed to publishing in top-tier conferences and journals. Our team leads in Imitation Learning and Reinforcement Learning techniques for game‑playing agents, and we seek an expert to help develop new technologies.

Responsibilities

• 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 sharing 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.
• Programming: Expertise in Python, NumPy and PyTorch.
• Data Skills: 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: 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. PlayStation is a Fair Chance employer and qualified applicants with arrest and conviction records will be considered for employment.