Data Scientist Anomaly Detection Expert
1 week ago
Estimated salary: £85,000 - £110,000 per annum.
We are seeking a highly skilled Data Scientist to join our Future Technology Group as a Senior Machine Learning Engineer specializing in Anomaly Detection. As part of our dynamic R&D team, you will contribute to advancing our anomaly detection technology, driving technical excellence and innovation.
Key Responsibilities:
- Design, develop, and implement novel anomaly detection algorithms to automatically identify bugs and glitches in game streams.
- Lead research initiatives in anomaly detection, contributing to the authorship of research papers and presenting at relevant conferences.
- Perform extensive data analysis and preprocessing to uncover patterns and improve detection accuracy.
- Work with cross-functional teams to integrate detection technologies into production environments, ensuring scalability and performance.
- Stay current with the latest research in anomaly detection, machine learning, and artificial intelligence, disseminating knowledge across the team.
About You:
- Masters degree in Computer Science, Electrical Engineering, Statistics, Mathematics, or a related field. A PhD is a plus.
- 4+ years of experience in anomaly detection, machine learning, or related technical fields.
- 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.
- Passion for Gaming: An interest in gaming and improving the quality of player experiences.
We strive to create an inclusive environment, empower employees and embrace 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.
We offer a range of benefits, including discretionary bonus opportunity, hybrid working, private medical insurance, 25 days holiday per year, on-site gym, free soft drinks, access to cycle garage and showers. 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.
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