Machine Learning Engineer
2 weeks ago
Sony Interactive Entertainment is a global leader in the gaming industry, producing iconic products and services such as PlayStation5, PlayStation4, and PlayStationVR.
As a Machine Learning Engineer, you will be a key contributor to our research team, supporting the technical lead in driving technical excellence and innovation.
The role requires designing, implementing and optimising novel machine learning models and algorithms to perform challenging tasks in game development.
Responsibilities:
- Design and develop cutting-edge machine learning techniques to solve diverse tasks in game development
- Perform data analysis and cleaning to uncover insights and patterns
- Contribute to authorship of team research papers, presenting at top-tier conferences
- Collaborate with other SIE teams to deploy machine learning models in production environments, ensuring scalability and performance
- Present findings to stakeholders, communicating complex technical issues to both technical and non-technical colleagues
- Stay up-to-date with the latest machine learning and artificial intelligence research, sharing knowledge across the team
- Prototype new ideas and technologies to evaluate relevance and performance
- Maintain a culture of innovation, curiosity, and continuous learning within the team
- Foster an inclusive and diverse work environment, empowering every team member to thrive
Requirements:
- Master's degree in Computer Science, Electrical Engineering, Robotics, Statistics, Mathematics or a related field
- 2+ years in machine learning with published research papers and experience in Imitation Learning and Reinforcement Learning
- Experience in Python, NumPy and PyTorch programming languages and frameworks
- Good understanding of data analysis, mining and preprocessing
- Excellent problem-solving, communication and inter-personal skills
- A passion for gaming and exploring the intersection of machine learning and game technology is desirable
We offer a competitive salary range of $120,000 - $180,000 per annum, depending on your level of experience. As a Fair Chance employer, qualified applicants with arrest and conviction records will be considered for employment.
We strive to create an inclusive environment, empower employees and embrace diversity. We encourage everyone to apply.
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