Haven is a creative space where ideas, passion, and fearless optimism thrive.

Machine Learning Researcher

 /  Careers

Machine Learning Researcher

We are looking for an ML Researcher passionate about AI, art and creativity to join Haven Entertainment Studios. You will be responsible for the development of machine learning applications to be used by the art and design teams in the development of AAA video games. You will work in every stage of development, from ideation with the team to Colab experiments to a live model being used by dev tools. If you are enthusiastic about generative art and ML creativity, and excited to see your work applied to the production of a consumer-facing AAA video game, then this role is for you.

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Reporting

The ML Researcher will report to the Director of Creative ML.

 


Responsibilities and Duties

  • Ideate and prototype generative ML applications
  • Transform successful prototypes into robust applications that can be used as dev tools
  • Guide the creation and curation of datasets
  • Work with the team to develop our long-term ML strategy

 

 

Experience and Skills required

  • Deep understanding of ML as it applies to generative models and creative applications (e.g. diffusion models, CLIP, animation)
  • Comfort with rapid prototyping and hacking pre-existing models/notebooks
  • Self-motivated, collaborative, good communicator

 

 

Preferred Qualifications

  • Experience with PyTorch3D
  • Experience with image synthesis techniques such as GAN and diffusion models
  • Experience working with with 3D models and animation
  • Experience productionizing a model
  • Comfort working with 3D data (meshes, SDFs, NeRF, etc)

Careers at Haven

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