AI Applied Scientist - Phd Intern, Generative Computer Vision

Zillow Zillow · Consumer · Germany · Remote

PhD Intern role focused on applied generative modeling and 3D computer vision, involving training and adapting large models for understanding homes and users. The role will tailor and evaluate computer vision and generative models, build workflows for multi-step tasks, and define success via domain-specific metrics, with opportunities for publication.

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 generative models and 3D computer vision
  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
  • Image, video, or 3D Diffusion Models
  • Sparse-view reconstruction, camera localization and scene understanding
  • Diffusion Planning
  • 3D Representations (Point Clouds, NeRFs, 3DGS)
  • Evaluating generative systems

Nice to have

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

What the JD emphasized

  • PhD program
  • strong research track record
  • publication track record
  • publish at top venues

Other signals

  • Generative Computer Vision
  • 3D Computer Vision
  • Foundation Models
  • Multimodal Modeling
  • Real-world problems at Zillow scale