Lead Machine Learning Engineer for Immersive Gaming Experiences
1 month ago
Estimated Salary: $160,000 - $200,000 per annum
About UsSony PlayStation is a global leader in entertainment, renowned for its innovative products and services. Our mission is to create immersive gaming experiences that captivate audiences worldwide.
Job DescriptionWe are seeking a talented Machine Learning Engineer to join our Future Technology Group. As a key contributor to our research team, you will be responsible for designing, implementing, and optimizing novel machine learning models and algorithms to drive innovation in game development.
Your primary focus will be on developing cutting-edge techniques to solve diverse tasks in game development, including data analysis, cleaning, and pattern recognition. You will also contribute to the authorship of research papers, presenting at top-tier conferences and collaborating with other SIE teams to deploy machine learning models in production environments.
Key Responsibilities:- Design, develop, and implement novel machine learning techniques to solve complex problems in game development.
- Perform data analysis and cleaning to uncover insights and patterns.
- Contribute to the authorship of research papers, presenting at relevant conferences.
- Work with other SIE teams to deploy machine learning models in production environments, ensuring scalability and performance.
- Present findings to stakeholders, effectively communicating complex technical issues to both technical and non-technical colleagues.
- Master's degree in Computer Science, Electrical Engineering, Robotics, Statistics, Mathematics, or a related field.
- 2+ years of experience in machine learning (or a related PhD) with published research papers and expertise in Imitation Learning and Reinforcement Learning.
- Experience in programming languages and frameworks relevant to machine learning, including Python, NumPy, and PyTorch.
- Good understanding of data analysis, mining, and preprocessing.
- Excellent problem-solving, communication, and interpersonal skills.
- 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.
Sony PlayStation is an equal opportunities employer, committed to creating an inclusive environment where every employee feels valued, respected, and empowered. We strive to foster a culture of innovation, curiosity, and continuous learning within our team.
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