Machine Learning Engineer – Segmentation and Depth Estimation (TDG)


Job Overview

Key Qualifications

  • Solid foundation in computer vision; key areas of interest include image segmentation, depth estimation, object detection, multiple view geometry, and 3D computer vision
  • Deep understanding of machine learning technology and experience on turning machine learning technologies into practical, state-of-the-art systems
  • Experience in 3D computer graphics, lighting, shading, as well as (neural) inverse rendering is a plus
  • Strong coding skills in Python and C/C++
  • Self motivated
  • Creativity and curiosity for solving highly complex problems
  • Excellent communication and collaboration skills
  • Description

    The Algorithms organization in Apple’s Technology Development Group (TDG) is looking for a skilled machine learning research engineer, with a strong background in deep learning and computer vision. In this role, you will perform research and development work to design algorithms for ambitious real-world problems in the domain of 3D scene understanding to enable Augmented Reality experiences. – Your key responsibilities in this role are: – Research, design and implementation of machine/deep learning algorithms – Benchmarking and fine-tuning of machine/deep learning algorithms – Optimizing these algorithms for real-time and low power constraints on embedded systems – Support algorithm integration into Apple products – Collaboration with teams across Apple with multidisciplinary skills

    Education & Experience

    MS in CS or related field with focus on machine/deep learning, computer vision, computer graphics, robotics or similar and 2+ years of relevant industry experience; or PhD

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