Senior Engineer, Machine Learning

Sony Playstation; London; Hybrid; GBP 70,000 - 90,000; Full time

Job summary

A global gaming company in London is seeking a Senior Machine Learning Engineer to develop anomaly detection algorithms aimed at revolutionizing video game QA. The ideal candidate will have a Master’s degree, 5+ years of experience in AI game development, and strong skills in Python and machine learning frameworks. This role offers a hybrid working model and a range of benefits including a discretionary bonus and private medical insurance.

Benefits

Discretionary bonus opportunity

Hybrid Working

Private Medical Insurance

Dental Scheme

25 days holiday per year

On Site Gym

Subsidised Café

Free soft drinks

On site bar

Access to cycle garage and showers

Qualifications

• 5+ years of relevant work or research experience in AI game development.
• Proven track record of deploying machine learning algorithms.
• Strong understanding of data analysis and signal processing.

Responsibilities

• Design, develop and implement anomaly detection algorithms.
• Lead research in anomaly detection and contribute to publications.
• Mentor junior team members and collaborate with multi-functional teams.

Skills

Anomaly detection algorithms

Machine learning frameworks (TensorFlow/PyTorch)

Statistical modeling

Collaboration

Problem-solving

Education

Master’s degree in computer science or related field

Tools

Python

Job description

Overview

At the forefront of innovation for PlayStation, the Future Technology Group is dedicated to creating immersive and unforgettable gaming experiences. We are seeking a talented Senior Machine Learning Engineer at the intersection of machine learning, computer vision, and video game development to join our dynamic R&D team. We are on a mission to revolutionise video game QA by developing innovative technologies that automatically detect bugs and glitches – at different stages, from game development to certification to compatibility testing. This is a unique opportunity to contribute to a global effort, making game QA faster and more efficient, positively impacting the lives of millions of players.

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

What you’ll be doing

• AI/ML Model Development: Design, develop and implement novel anomaly/glitch detection algorithms to automatically identify bugs and glitches in games.
• Research and Innovation: Lead research workstreams in anomaly detection, contributing to the authorship of team research papers, expanding the IP portfolio by filing relevant patents, and presenting your latest research at relevant internal and academic conferences.
• Collaboration and Creativity: Work with multi-functional teams to deploy machine learning models in production environments, solving issues and ensuring scalability and performance.
• Mentorship: Mentor and guide junior team members, interns and academic partners, fostering a culture of innovation and continuous learning.
• 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, machine learning, electrical engineering, robotics, statistics, mathematics, or a related field. PhD preferred, but can be substituted with relevant work experience.
• Senior Research Engineer: 5+ years of relevant work or research experience in the field of machine learning/AI game development, computer science or related technical fields.
• Domain Expertise:
• Prior experience in anomaly detection applied to areas such as QA, gameplay analysis, computer vision, and video stream analysis, preferably in a studio environment
• Proven track record of successfully delivering machine learning algorithms from conception to deployment in real-world products.
• Professional experience with Python and proficient with machine learning frameworks such as TensorFlow or PyTorch.
• Strong understanding of data analysis, signal processing, and statistical modelling
• Experience in game development is a plus
• Experience with computer vision in areas such as self-supervised learning, multimodal or vision-language models, and post-training techniques is a plus
• Research Ambition: A passion for pushing the boundaries of artificial intelligence and a commitment to publishing in top-tier conferences and journals such as IEEE CVPR/ICCV/ECCV, NeurIPS, ICML, ICLR, or similar
• Interpersonal Skills: Strong problem-solving, communication, and interpersonal abilities, with a proven ability to work collaboratively as an effective team player.
• Passion for Gaming: An interest in gaming and exploring the intersection of machine learning and game technology is desirable.

Benefits

• Discretionary bonus opportunity
• Hybrid Working (within Flexmodes)
• Private Medical Insurance
• Dental Scheme
• 25 days holiday per year
• On Site Gym
• Subsidised Café
• Free soft drinks
• 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.

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.