Game Development Anomaly Detection Expert
4 weeks ago
We are seeking a Senior Machine Learning Engineer to join our Future Technology Group, dedicated to creating immersive gaming experiences. As a key member of our research team, you will contribute to advancing our anomaly detection technology, driving technical excellence and innovation.
About the Role- 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.
- Collaborate with cross-functional teams to integrate detection technologies into production environments, ensuring scalability and performance.
- Master's 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.
- 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
We strive to create an inclusive environment that empowers employees and embraces diversity. Sony Interactive Entertainment is an Equal Opportunity Employer, committed to fostering a workplace where everyone feels valued and respected.
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