AI Applied Scientist - Phd Intern, 3d Computer Vision

Zillow Zillow · Consumer · Germany · Remote

PhD intern role focused on adapting 2D/3D foundation models and building/evaluating 3D computer vision and generative models for Zillow's real estate domain. The role involves research, prototyping, rigorous evaluations, and potential publication, with a focus on representation learning and multimodal modeling for real-world problems.

What you'd actually do

  1. Research and develop methods for adapting 2D and 3D foundation models with Zillow’s domain-specific data
  2. Build and evaluate 3D computer vision and generative models
  3. Prototype generative and ML workflows; define metrics and run rigorous evaluations
  4. Partner across science, engineering, product, and design; share results via docs, presentations, and publications

Skills

Required

  • Python
  • PyTorch
  • TensorFlow
  • Hugging Face
  • Sparse-view reconstruction
  • camera localization
  • scene understanding
  • 3D Representations (Point Clouds, NeRFs, 3DGS)
  • Representation learning with limited labels (self/semi/weakly-supervised)
  • 2D, 3D or video Diffusion Models

Nice to have

  • privacy‑aware and responsible AI practices
  • fair‑housing considerations

What the JD emphasized

  • PhD program in Computer Science, Machine Learning, Artificial Intelligence or a related field with a strong research track record
  • publication track record
  • publish at top venues

Other signals

  • adapting foundation models
  • 3D computer vision
  • generative models
  • multimodal modeling
  • research and development