Apple AR/VR Job | Neural Rendering Machine Learning Engineer - Apple Vision Pro
Job（岗位）: Neural Rendering Machine Learning Engineer - Apple Vision Pro
Citys（岗位城市）: Santa Clara Valley (Cupertino), California, United States
Date（发布日期）: 2023-12-9
Summary（岗位介绍）
Apple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making each other’s ideas stronger. That happens because every one of us shares a belief that we can make something wonderful and share it with the world, changing lives for the better. It’s the diversity of our people and their thinking that inspires the innovation that runs through everything we do. When we bring everybody in, we can do the best work of our lives. Here, you’ll do more than join something — you’ll add something. Apple Vision Pro is a revolutionary spatial computer that seamlessly blends digital content with your physical space. It will allow us to do the things we love in ways never before possible — all while staying connected to the people around us. We are looking for a driven and dedicated Neural Rendering Machine Learning Engineer to join our fast-paced team. As a member of the Face and Body technologies team, you have the unique and rewarding opportunity to work on upcoming releases of Apple products that delight and inspire millions of people every day. We invite you to contribute to our current spatial computing software platform and craft the future of this technology.
Qualifications（岗位要求）
2+ years of relevant industry experience with a track record of successful projects
Strong experience in Python and science libraries like Numpy, SciPy, Pandas and Matplotlib
Strong experience in 3D computer vision and rendering algorithms including shading and lighting
Experience with one or more deep learning framework such as Tensorflow, PyTorch or Keras
Expert knowledge of the principles, algorithms and tools of applied Deep Learning, including model training strategies, data processing, cost functions, quality metrics, etc.
Experience in applying machine learning towards rendering, preferably multiple projects with different techniques
Publication record in Computer Vision, Computer Graphics and Machine Learning conferences is a plus
Experience in digital human rendering is a plus
Excellent communication and collaboration skills
Excellent problem solving and analytical thinking skills
Track record of successfully building and shipping products or open source projects
Creativity and curiosity for solving highly complex problems
Description（岗位职责）
Apple's Vision Product Group (VPG) Face and Body technologies team is looking for a skilled Neural Rendering Machine Learning Engineer with a strong background in computer graphics and computer vision. In this role, you will perform research and development work to design, implement, benchmark and optimize Machine Learning algorithms for ambitious real-world problems in the domain of digital human rendering. You will have access to some of the largest and highest quality Apple-own datasets. You will work with teams supplying you training data and employing your algorithms in exciting end-user applications for Apple Vision Pro. Our team delivers algorithms that power Apple Vision Pro's Eyesight, Persona and other visionOS technologies. In this position, you will have the opportunity to be part of our extraordinary team of Computer Vision and Deep Learning researchers and engineers to discover and build solutions to previously-unsolved challenges and push the state of the art in Computer Vision / Machine Learning, 3D Reconstruction and Neural Rendering algorithms that will change the way people experience the world!
