Full-Time

Staff Machine Learning Engineer

Confirmed live in the last 24 hours

Sony Interactive Entertainment

Sony Interactive Entertainment

501-1,000 employees

Gaming and digital media

Senior, Expert

London, UK

Hybrid working arrangement.

Category
Applied Machine Learning
AI Research
AI & Machine Learning
Required Skills
Python
Pytorch
NumPy
Data Analysis
Requirements
  • Master’s degree in computer science, electrical engineering, robotics, statistics, mathematics, or a related field. PhD is a plus.
  • 6+ years in machine learning with published research papers and proven experience in Imitation Learning and Reinforcement Learning.
  • Expertise in programming languages and frameworks relevant to machine learning, including Python, NumPy and Pytorch.
  • Strong understanding of data analysis, mining and preprocessing
  • Excellent problem-solving, communication and inter-personal skills
Responsibilities
  • Design, develop and implement novel machine learning techniques to solve diverse tasks in game development.
  • Perform data analysis and cleaning to uncover insights and patterns.
  • Contribute to the authorship of team research papers, presenting at relevant conferences.
  • Work with other SIE teams to deploy machine learning models in production environments, solving issues and ensuring scalability and performance.
  • Present findings to stakeholders, communicating complex technical issues to both technical and non-technical colleagues.
  • Stay current with the latest machine learning and artificial intelligence research, helping to communicate information across the team.
  • Quickly prototype new ideas and technologies to evaluate relevance and performance.
  • Mentor junior members of the team, providing guidance, sharing best practices and encouraging open discussions.
  • Contribute to maintaining a culture of innovation, curiosity, and continuous learning within the team.
  • Help foster an inclusive and diverse work environment, where every team member feels valued, respected, and empowered.
  • Operate in a diverse, global environment with teams spread across different time zones and a willingness to work outside normal working hours as required.
  • Travel to conferences and for team collaborations.
Desired Qualifications
  • An interest in gaming and exploring the intersection of machine learning and game technology is desirable.
Sony Interactive Entertainment

Sony Interactive Entertainment

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The Sony Playstation mission is to fill the world with emotion, through the power of creativity and technology, and to nurture innovation to enrich and improve people's lives.

Company Stage

N/A

Total Funding

N/A

Headquarters

N/A

Founded

1994

Benefits

Health and wellness: Medical (PPO, HDHP, and HMO), dental, vision, disability, employee assistance program, flexible spending accounts, health savings account, student loan repayment assistance, education reimbursement program, wellness reimbursement, identity theft protection, basic and voluntary life and AD&D insurance, business travel accident insurance, 4.5% 401(k) match, commuter program, additional voluntary programs (group legal, pet insurance, auto and home insruance), onsite flu shots and biometric screenings

Family and time off: 12 paid holidays, generous PTO, paid parental leave, adoption assistance program, 529 college savings plan match, back-up child care, parental and elder care coaching

Perks: Sony product discounts, passport perks program, monthly $10 Playstation Network voucher, employee referral bonus, game launch events