Senior Machine Learning Engineer

Senior Machine Learning Engineer

Unity Technologies

Dublin, Ireland

The opportunity

In this role you will help to explore latent representations for digital media. This includes textures, materials (as commonly used in real-time computer graphics) and 3D geometry. The goal is to train deep latent representations for all common media formats used in real-time rendering. A follow-on goal is to combine these latent representations through multi-model learning techniques so that new content can be generated through a human operator supplying approximate examples in the form of text and other digital media.

What you’ll be doing

  • You’ll train, evaluate, improve and deploy machine learning models.
  • You’ll research new methods of formatting and re-structuring 3D geometry into a form where it can be inputted into a neural network for learning deep latent representations of shape and texture
  • You’ll research new multimodal learning models that correspond and combine the latent representations for different types of media such as image, 3D geometry and text. The goal being a single unified latent representation for image and shape that can be navigated through feeding input examples of images, 3d models and natural language descriptions.
  • You’ll work closely with researchers working on applied Texture Synthesis.
  • You’ll explore methods for compressing and pruning neural networks for efficient deployment in commercial products.

What we’re looking for

  • PhD in Computer Science with research focus and relevant publications in deep learning for computer graphics
  • Demonstrated ability in Python and familiarity with all major Deep Learning platforms, with an emphasis on Tensorflow and Pytorch
  • Great communication skills, both written and spoken

You might also have

  • Experience with NLP and other non-computer graphics Deep Learning areas
  • Experience with Unity
  • Experience with Blender
  • Experience with C#

Apply Now

Don't forget to mention EuroTechJobs when applying.

Share this Job

More Job Searches

Ireland     Data Science     Developer     Python Developer     Unity Technologies    

© EuroJobsites 2022

EuroJobsites is a registered company number: 4694396 VAT number: GB 880 9055 04

Registered address: EuroJobsites Ltd, Unit 8, Kingsmill Business Park, Kingston Upon Thames, London, KT1 3GZ, United Kingdom

Newsletter | Recruit | Advertise | Privacy | Contact Us

© EuroJobsites 2022

EuroJobsites is a registered company number: 4694396 VAT number: GB 880 9055 04

Registered address: EuroJobsites Ltd, Unit 8, Kingsmill Business Park, Kingston Upon Thames, London, KT1 3GZ, United Kingdom

This website uses cookies to make your experience better. Continued use of this website means you accept our cookie policy.  Accept Cookies