Senior Machine Learning Engineer - Anomaly DetectionPlayStation • London, England, United Kingdom
Senior Machine Learning Engineer - Anomaly Detection
PlayStation
- London, England, United Kingdom
- London, England, United Kingdom
Über
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.
Senior Machine Learning Engineer 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, & video game development to join our dynamic R&D team. This role focuses on revolutionising video game QA by developing technologies that automatically detect bugs and glitches at various stages of game development and certification.
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, filing patents, and presenting at academic conferences.
Collaboration and Creativity : Work with multi‑functional teams to deploy ML models in production, ensuring scalability and performance.
Mentorship : 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 ML and AI research, attending top‑tier conferences and sharing insights 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 QA, gameplay analysis, computer vision, and video stream analysis, preferably in a studio environment.
Proven track record of delivering ML algorithms from conception to deployment in real‑world products.
Professional experience with Python and proficiency with 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 self‑supervised learning, multimodal or vision‑language models, and post‑training techniques is a plus.
Research Ambition : Passion for pushing AI boundaries and commitment to publishing in top‑tier conferences (IEEE CVPR, NeurIPS, ICML, etc).
Interpersonal Skills : Strong problem‑solving, communication, and teamwork abilities.
Passion for Gaming : Interest in gaming and exploring the intersection of ML 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
Please note, Sony Interactive Entertainment conducts background checks at the offer stage for all new employees (which may include criminal background checks for some roles) and will need to process personal information to support these checks.
Please refer to our Candidate Privacy Notice for more information about what personal information we collect, how we use it, who we share it with, and your data protection rights.
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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Sprachkenntnisse
- English
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