(High Salary) Staff Machine Learning Engineer, AnomalyDetection...

Staff Machine Learning Engineer, Anomaly Detection
United Kingdom, London 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 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 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 Staff Machine Learning Engineer
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 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 high-quality player
experiences. What you'll 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
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. What we're looking for: - Education:
Master's 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. - 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. 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. Apply for this job * indicates a
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