Senior Machine Learning Engineer, Anomaly Detection

Job title:

Senior Machine Learning Engineer, Anomaly Detection

Company

PlayStation

Job description

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 Corporation.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 Principal Engineers specializing in Anomaly Detection to join our dynamic R&D team.We are on a mission to revolutionize our QA processes by developing cutting-edge technologies that automatically detect bugs and glitches in game streams. This is a unique opportunity to contribute to a global effort in making our QA processes more efficient and effective.As a Senior Machine Learning Engineer in Anomaly Detection, you will be contributing to a research team focused on advancing our anomaly detection technology, driving technical excellence and innovation. The team will design, implement, and optimize advanced algorithms and machine lea rning models to detect anomalies in game streams. Your expertise will help shape the future of gaming by ensuring high-quality player experiences.Responsibilities:

  • Anomaly Detection Development: Design, develop, and implement novel anomaly detection algorithms to automatically identify bugs and glitches in game streams.
  • Research and Innovation: Lead research initiatives in anomaly detection, contributing to the authorship of research papers and presenting at relevant conferences.
  • Data Analysis: Perform extensive data analysis and preprocessing to uncover patterns and improve detection accuracy.
  • Collaboration: Work with cross-functional teams to integrate detection technologies into production environments, ensuring scalability and performance.
  • Mentorship: Mentor and guide junior team members, fostering a culture of innovation and continuous learning.
  • Communication: Present findings to stakeholders, effectively communicating complex technical concepts to both technical and non-technical audiences.
  • Continuous Learning: Stay current with the latest research in anomaly detection, machine learning, and artificial intelligence, disseminating knowledge across the team.
  • Prototyping: Quickly prototype new ideas and technologies to evaluate their relevance and performance.
  • Inclusive Culture: Promote an inclusive and diverse work environment where every team member feels valued, respected, and empowered.

Qualifications:

  • Education: Master’s degree in Computer Science, Electrical Engineering, Statistics, Mathematics, or a related field. A PhD is a plus.
  • Senior Engineer: 4+ years of experience in anomaly detection, machine learning, or related technical fields.
  • Domain Expertise: Prior experience in anomaly detection applied to areas such as QA, gameplay analysis, computer vision or video stream analysis.
  • Proven experience with machine learning frameworks such as Python, NumPy, TensorFlow, or PyTorch.
  • Strong understanding of data analysis, signal processing, and statistical modeling.
  • Experience with video processing and understanding of game streaming technologies is a plus.
  • Problem-Solving Skills: Excellent analytical and problem-solving abilities.
  • Communication Skills: Strong ability to communicate complex technical issues effectively.
  • Interpersonal Skills: Excellent interpersonal skills with a collaborative mindset.
  • Passion for Gaming: An interest in gaming and improving the quality of player experiences.

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.

Expected salary

Location

London

Job date

Wed, 13 Nov 2024 02:47:34 GMT

To help us track our recruitment effort, please indicate in your email/cover letter where (globalvacancies.org) you saw this job posting.

yonnetim

Share
Published by
yonnetim

Recent Posts

Strathclyde Chancellor’s Fellow in Optical Frequency Metrology

Job title: Strathclyde Chancellor's Fellow in Optical Frequency Metrology Company University of Strathclyde Job description…

6 minutes ago

Senior Principal, Software Engineering (UEFI BIOS Architect) in Austin, Texas

Senior Principal Software Engineer The Software Engineering team delivers next-generation software application enhancements and new…

17 minutes ago

Grants and Compliance Manager

About Concern Worldwide Concern Worldwide is an international humanitarian organization committed to the relief, assistance…

17 minutes ago

Ingénieur·e Civil.e

Job categories Engineering Vacancy code VA/2024/B5302/29266 Level ICS-9 Department/office AFR, SNMCO, Senegal MCO Duty station…

17 minutes ago

News Researcher in Hunt Valley, Maryland

Sinclair, Inc. is seeking a passionate News Researcher to join the corporate news team. This…

17 minutes ago

Outreach Worker

About Aid Gate Organization "AGO" Aid Gate Organization (AGO) is an independent, nonpartisan, national organization…

17 minutes ago
If you dont see Apply Link. Please use non-Amp version