Apple

Machine Learning Researcher, Image/ Video Generation

Apple
TechnologySingaporeOnsitePosted 4 months ago

About the role

AI summarised

We are seeking a Machine Learning Researcher specializing in image and video generation, editing, and multimodal foundation models. The role involves advancing core model capabilities for generative AI applications across Apple's product ecosystem, collaborating with cross-functional teams of engineers and researchers to deliver innovative features that delight users. The position is based in a fast-paced, research-driven environment focused on shaping upcoming products through fundamental R&D in generative AI.

TechnologyOnsiteHardware

Key Responsibilities

  • Develop fundamental model capabilities for image/video/3D generation, editing, and animation
  • Collaborate with team members with diverse backgrounds on ambitious projects
  • Collaborate broadly across Apple with world-class engineers and researchers
  • Advance products and delight millions of users through research and development
  • Shape upcoming products from Apple as a member of a fast-paced group
  • Create outstanding model capabilities and product features
  • Contribute to multimodal foundation models for generative AI applications
  • Work on image generation models such as VAE, GAN, and diffusion models
  • Apply machine learning and deep learning techniques to computer vision tasks
  • Develop models for tasks including object detection and visual question answering

Requirements

  • Bachelor's degree in Electrical Engineering, Computer Science, or Computer Engineering
  • 3 years of relevant work experience
  • Experience in machine learning, deep learning, and statistical modeling
  • Experience in developing models for computer vision tasks such as object detection and visual question answering
  • Experience in image generation models such as VAE, GAN, and diffusion models
  • Proficiency in one of the following deep learning frameworks: PyTorch, Jax, or Tensorflow
  • Proficiency in one of the following languages: Python, Go, Java, or C++
  • MS or PhD in Electrical Engineering, Computer Science, or Computer Engineering (preferred)
  • Experience in developing state-of-the-art image and video generation/editing models (preferred)
  • Good interpersonal skills and team player (preferred)