Staff Machine Learning Engineer, Anomaly Detection

Job Description

PlayStation is seeking a Staff Machine Learning Engineer specializing in Anomaly Detection to join their Future Technology Group. This role is crucial for revolutionizing QA processes by developing technologies that automatically detect bugs and glitches in game streams. The engineer will be the technical lead in a research team, driving innovation and technical excellence in anomaly detection.

Role involves:

• Designing, developing, and implementing novel anomaly detection algorithms.
• Leading research initiatives and contributing to research papers.
• Performing extensive data analysis and preprocessing.
• Collaborating with cross-functional teams to integrate detection technologies.
• Mentoring junior team members.
• Presenting findings to stakeholders.
• Staying current with the latest research in anomaly detection.
• Prototyping new ideas and technologies.
• Promoting an inclusive and diverse work environment.

Requirements:

• Master's degree in Computer Science, Electrical Engineering, or related field (PhD is a plus).
• 6+ years of experience in anomaly detection, machine learning, or related fields.
• Prior experience in anomaly detection applied to QA, gameplay analysis, computer vision or video stream analysis.
• Experience with machine learning frameworks such as Python, NumPy, TensorFlow, or PyTorch.
• Strong understanding of data analysis, signal processing, and statistical modeling.
• Excellent analytical and problem-solving abilities.
• Strong communication and interpersonal skills.
• An interest in gaming.

PlayStation offers:

• Discretionary bonus opportunity
• Hybrid Working
• 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