At a Glance
- Tasks: Develop and refine ML models for gaming graphics and collaborate with a talented team.
- Company: Join PlayStation, a global leader in entertainment and innovation, under Sony Interactive Entertainment.
- Benefits: Enjoy a diverse workplace, opportunities for growth, and the chance to work on cutting-edge technology.
- Why this job: Be at the forefront of gaming graphics technology and make a real impact in the industry.
- Qualifications: Degree in Computer Science or related field; strong ML experience and passion for gaming required.
- Other info: PlayStation values diversity and encourages all qualified applicants to apply.
The predicted salary is between 48000 - 84000 £ per year.
PlayStation isn’t just the Best Place to Play — it’s also the Best Place to Work. Today, we’re recognised 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 are seeking an experienced machine learning engineer to join our team and use ML in real-time computer graphics applications. This is an outstanding opportunity to work at the forefront of technology and innovation, applying your expertise to craft the future of gaming graphics!
The team is based in London and is part of the ‘Foundational Systems and Experiences Engineering’ group. We build the low-level SDKs and fundamental technologies used by our game development partners to build PlayStation Games. Our team is dedicated to working on the latest GPU and Machine Learning technologies to deliver the next generation of high-performance computer graphics for PlayStation.
What you’ll be doing:
- Developing and refining ML models and architectures for computer graphics and game rendering.
- Researching and evaluating new algorithms and techniques for graphics improvement.
- Delivering fundamental technologies in our game SDKs.
- Collaborating with a distributed team of experienced graphics engineers.
- Working with technical leads, engineers, and project managers to plan goals and objectives.
What we’re looking for:
- A degree or equivalent experience in Computer Science, Artificial Intelligence, Machine Learning, or a related field; advanced degrees are a plus.
- Strong experience in ML model development and neural networks, possibly with a research focus.
- Experience in training, validation, and evaluation of deep neural network models on large datasets.
- Experience in applying AI/ML technologies to real-time inference tasks, ensuring efficient and accurate decision-making in dynamic environments.
- A passion for gaming and a keen interest in GPU technology trends such as ML and Ray-tracing.
- A background in the interactive entertainment industry, computer graphics, or a related field.
- Experience in developing computer graphics applications with C/C++ and APIs such as DirectX/Vulkan or console equivalents.
- Strong communication and a collaborative approach to problem-solving.
- Familiarity with agile development methodologies.
Domain Expertise:
- Experience with programming languages, tools, and frameworks relevant to graphics and machine learning (e.g., C++, Python, PyTorch, OpenGL, DirectX).
- Deep expertise in TensorFlow or PyTorch, Python, and related computer vision/graphics software; proven by building advanced image/video/graphics projects.
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.
Senior Machine Learning Graphics Engineer employer: Sony Interactive Entertainment Inc.
Contact Detail:
Sony Interactive Entertainment Inc. Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land Senior Machine Learning Graphics Engineer
✨Tip Number 1
Familiarise yourself with the latest trends in GPU technology and machine learning. Follow industry leaders on social media, read relevant blogs, and participate in forums to stay updated. This knowledge will not only help you during interviews but also show your genuine interest in the field.
✨Tip Number 2
Engage with the gaming community by attending conferences, webinars, or local meetups focused on machine learning and graphics. Networking with professionals in the industry can provide valuable insights and potentially lead to referrals for job openings at PlayStation.
✨Tip Number 3
Showcase your skills through personal projects or contributions to open-source initiatives related to machine learning and graphics. Having a portfolio that demonstrates your expertise in C++, Python, and relevant frameworks like TensorFlow or PyTorch can set you apart from other candidates.
✨Tip Number 4
Prepare for technical interviews by practising coding challenges and system design problems specifically related to machine learning and graphics applications. Use platforms like LeetCode or HackerRank to sharpen your problem-solving skills and get comfortable with the types of questions you might face.
We think you need these skills to ace Senior Machine Learning Graphics Engineer
Some tips for your application 🫡
Tailor Your CV: Make sure your CV highlights relevant experience in machine learning, computer graphics, and any specific technologies mentioned in the job description. Use keywords from the job listing to demonstrate your fit for the role.
Craft a Compelling Cover Letter: Write a cover letter that showcases your passion for gaming and technology. Discuss your experience with ML models and how it relates to real-time graphics applications. Be sure to express your enthusiasm for working at PlayStation.
Showcase Relevant Projects: Include examples of projects you've worked on that are relevant to the position. Highlight any experience with C/C++, TensorFlow, or PyTorch, and describe how these projects demonstrate your skills in machine learning and graphics.
Prepare for Technical Questions: Anticipate technical questions related to machine learning and graphics during the interview process. Brush up on your knowledge of algorithms, neural networks, and the latest trends in GPU technology to impress your interviewers.
How to prepare for a job interview at Sony Interactive Entertainment Inc.
✨Showcase Your Technical Skills
Be prepared to discuss your experience with machine learning models and computer graphics. Bring examples of projects you've worked on, especially those involving C++, Python, or frameworks like TensorFlow and PyTorch.
✨Demonstrate Your Passion for Gaming
Express your enthusiasm for gaming and how it drives your work in machine learning and graphics. Share insights on current trends in GPU technology, such as ML and ray-tracing, to show you're engaged with the industry.
✨Prepare for Collaborative Scenarios
Since the role involves working with a distributed team, be ready to discuss your collaborative experiences. Highlight how you’ve successfully worked with technical leads and project managers to achieve common goals.
✨Understand Agile Methodologies
Familiarise yourself with agile development practices, as they are important for this role. Be ready to discuss how you've applied agile principles in past projects and how they can enhance team productivity.