Apple AR/VR Job | CVML Engineer
Job（岗位）: CVML Engineer
Citys（岗位城市）: Santa Clara Valley (Cupertino), California, United States
Date（发布日期）: 2022-12-15
Summary（岗位介绍）
Do you want to push the limits of the best Augmented Reality platform in the world? Apple's Technology Development Group (TDG) delivers algorithms that drive revolutionary Apple products, including the augmented reality (AR) platform ARKit to create ground-breaking new products. 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 AR algorithms that will change the way people experience the world!
We are looking for candidates passionate about machine learning and computer vision challenges. You’ll be part of a team of developers and deep learning experts working in the area of activity recognition and contextual understanding. As a member of a fast-paced team, you have the rewarding opportunity to shape upcoming products that will delight and inspire millions of people every day.
Qualifications（岗位要求）
- Strong experience in Python. Including popular science libraries like Numpy, Pandas etc
- Experience with one or more deep learning framework such as Tensorflow, PyTorch or Keras
- Experience in research and/or development for action recognition, scene graphs, single or low-shot learning, visual learning, continual learning, machine perception, contextual understanding, multi-modal fusion techniques, egocentric models
- Expert knowledge of the principles, algorithms, and tools of deep learning, including models, training strategies, training dataset building, cost functions, quality metrics, etc
- Excellent communication and collaboration skills
- Excellent problem solving and analytical thinking skills
- Track record of successfully building and shipping products or open source projects
- Publication record in ML conferences is a plus
- Excellent math skills: linear algebra, computational science and optimization
- Creativity and curiosity for solving highly complex problems
- Bonus: Experience in model compression/quantization/optimization for embedded devices/kernel optimization
Description（岗位职责）
You’ll be working in a team of computer vision and deep learning researchers and engineers to implement world class algorithms that pushes the state of the art. Your job responsibilities will include:
- Design and develop efficient neural networks for computer vision problems such as multi-object tracking, scene understanding and activity recognition algorithms
- Implement efficient tensor operations and DNN training algorithms
- Cooperating with your team members to prepare presentations, papers, and talks to explain your inventions
