Machine Learning Engineer

Autodesk Autodesk · Enterprise · EMEA - Serbia - Novi Sad - Zeleznicka 7, EMEA - Croatia - Offsite +1

Machine Learning Engineer with a focus on Generative AI, Computer Vision, and Computer Graphics for the film industry at Autodesk Flow Studio. The role involves designing and implementing ML and GenAI models for visual effects, neural rendering, motion capture, and 3D content generation.

What you'd actually do

  1. Design and implement state-of-the-art ML and GenAI models to solve complex problems in areas such as visual effects, neural rendering, motion capture, and 3D content generation.
  2. Apply Deep Learning and Computer Vision techniques, including CNNs, RNNs, Transformers, Autoencoders, Diffusion Models, and Transfer Learning.
  3. Work on 3D Pose Estimation, Motion Reconstruction, and Image/Video-based 3D Modeling.
  4. Develop Neural Rendering, Generative Models (e.g., GANs, VAEs, Diffusion), and Photorealistic Synthesis.
  5. Collaborate with teams to integrate ML models into production pipelines.

Skills

Required

  • 2+ years of experience in applied Machine Learning
  • Deep Learning techniques
  • Computer Vision techniques
  • CNNs
  • RNNs
  • Transformers
  • Autoencoders
  • Diffusion Models
  • Transfer Learning
  • 3D Pose Estimation
  • Motion Reconstruction
  • Image/Video-based 3D Modeling
  • Neural Rendering
  • Generative Models
  • Photorealistic Synthesis
  • Python
  • PyTorch or TensorFlow
  • Computer Graphics fundamentals
  • Numerical Optimization techniques
  • differentiable programming
  • English communication skills

Nice to have

  • Blender
  • Maya
  • game engines (e.g., Unreal, Unity)

What the JD emphasized

  • Generative AI
  • Computer Vision
  • Neural Rendering
  • 3D content generation
  • visual effects
  • motion capture
  • Deep Learning
  • CNNs
  • RNNs
  • Transformers
  • Autoencoders
  • Diffusion Models
  • Transfer Learning
  • 3D Pose Estimation
  • Motion Reconstruction
  • Image/Video-based 3D Modeling
  • Generative Models
  • Photorealistic Synthesis

Other signals

  • Generative AI
  • Computer Vision
  • Neural Rendering
  • 3D content generation