Senior Machine Learning Graphics Engineer
Senior Machine Learning Graphics Engineer

Senior Machine Learning Graphics Engineer

London Full-Time 48000 - 84000 £ / year (est.) No home office possible
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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.

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 role: 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: Based in London, our team 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.

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.

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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 demonstrate your passion for 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 highlights your practical experience can set you apart from other candidates and give you concrete examples to discuss in interviews.

✨Tip Number 4

Prepare for technical interviews by practising coding challenges and algorithm questions specifically related to machine learning and graphics programming. Use platforms like LeetCode or HackerRank to sharpen your skills and boost your confidence before the interview.

We think you need these skills to ace Senior Machine Learning Graphics Engineer

Machine Learning Model Development
Neural Networks
Deep Learning
Real-time Inference
Computer Graphics Programming
C/C++ Proficiency
DirectX/Vulkan APIs
TensorFlow
PyTorch
Python Programming
OpenGL
Algorithm Research and Evaluation
Collaboration and Teamwork
Agile Development Methodologies
Problem-Solving Skills
Passion for Gaming
Understanding of GPU Technology Trends

Some tips for your application 🫡

Tailor Your CV: Make sure your CV highlights relevant experience in machine learning, computer graphics, and any specific projects that demonstrate your skills in these areas. Use keywords from the job description to align your experience with what PlayStation is looking for.

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 mention any familiarity with GPU technologies and your collaborative approach to problem-solving.

Showcase Relevant Projects: If you have worked on any projects involving machine learning or computer graphics, include them in your application. Provide links to your GitHub or portfolio where potential employers can see your work in action.

Prepare for Technical Questions: Anticipate technical questions related to ML model development, neural networks, and graphics programming. Brush up on your knowledge of C++, Python, and relevant frameworks like TensorFlow or PyTorch, as these may come up during interviews.

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 crucial for this role. Be prepared to discuss how you've applied agile principles in past projects and how they can enhance team productivity.

Senior Machine Learning Graphics Engineer
Sony Interactive Entertainment Inc.
Location: London
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