Staff Machine Learning Engineer Anomaly Detection
Staff Machine Learning Engineer Anomaly Detection
Employer Active
Job Alert
You will be updated with latest job alerts via email
Share
Job Alert
You will be updated with latest job alerts via email
Job Description
Why PlayStation
PlayStation isnt just the Best Place to Play its also the Best Place to Work. Today were recognized as a global leader in entertainment producing The PlayStation family of products and services including PlayStation5 PlayStation4 PlayStationVR PlayStationPlus 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 whollyowned 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 cuttingedge 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 Staff Machine Learning Engineer in Anomaly Detection you will be the technical lead in 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 learning models to detect anomalies in game streams. Your expertise will help shape the future of gaming by ensuring highquality player experiences.
What youll be doing:
- 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 crossfunctional 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 nontechnical 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.
What were looking for:
- Education: Masters degree in Computer Science Electrical Engineering Statistics Mathematics or a related field. A PhD is a plus.
- Principal Engineer: 6 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.
- ProblemSolving Skills: Excellent analytical and problemsolving 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 Caf
- 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.
Required Experience:
Staff IC
Employment Type
Full-Time
