Machine Learning Engineer for Game Technology Innovation
2 weeks ago
Job Description
">We are seeking an experienced Deep Learning Engineer to join our Advanced Technology Group (ATG) at Sony PlayStation Studios. As a key contributor to some of the most recognizable console games and franchises, you will be part of a small creative team tackling problems centered around computer vision and machine learning.
The successful candidate will develop innovative algorithms to solve novel problems, make technology choices, prototype solutions, and bring them to production. With high run-time performance crucial, you should stay up to date with the competition and the industry's latest advances and academic developments.
Responsibilities
- Design and implement pipelines for training and validation of deep learning models using PyTorch/TensorFlow.
- Develop and deploy models in production, ensuring high run-time performance.
- Collaborate with cross-functional teams to integrate machine learning solutions into game development pipelines.
Requirements
- Extensive experience with modern Deep Learning (PyTorch/TensorFlow).
- Experience with C++ programming and strong debugging skills.
- Understanding and experience of 3D maths/geometry, including multiple-view geometry and 3D mesh representations.
Benefits
- Discretionary bonus opportunity.
- 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.
We strive to create an inclusive environment, empower employees, and embrace diversity. Salary range: $120,000 - $180,000 per annum.
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