Apple AR/VR Job | Senior Machine Learning Engineer
Job（岗位）: Senior Machine Learning Engineer
Citys（岗位城市）: Santa Clara Valley (Cupertino), California, United States
Date（发布日期）: 2022-3-4
Summary（岗位介绍）
The Video Computer Vision organization is working on exciting technologies for future Apple products. Our focus is on ML based solution around real time image and video. We have contributed to the FaceID and FaceKit project in the past and more recently the new LIDAR iPad and iPhone sensors. We are looking for the right engineer to help us take our efforts to the next level.
In this role, you will work together with similar minds in a unique development team where your skills and expertise will be put into the Apple products. This role is highly multi-functional and you will work very closely with various highly skilled machine learning and software development teams developing groundbreaking algorithms.
Qualifications（岗位要求）
Profound knowledge in machine learning and deep learning techniques, especially in 2D and 3D computer vision
Experiences in computer vision / machine learning product development and delivery. Experiences in working with complex CV/ML systems.
Strong coding skills in python. Programming skills in C / C++ is a plus
Creativity and curiosity for solving highly sophisticated problems
Excellent communication and collaboration skills
Description（岗位职责）
Are you passionate about building AI/ML products with focus on Augmented Reality (AR) and Virtual Reality (VR) applications? Are you passionate about solving hard problems? Video Computer Vision org at Apple is looking for a Senior Machine Learning Engineer to join the team of highly accomplished and deeply technical scientists. You will design and implement new machine learning algorithms while collaborating with the most innovative product development teams at Apple. We provide the right balance between research and product to deliver Apple quality innovative experiences on various Apple devices. You will have the opportunity to touch the life of millions of people through amazing products. Our team researches new machine learning algorithms and techniques and has a track record of shipping some of the most impactful CVML products ever shipped by Apple. Examples include FaceID, Animoji/Memoji, Scene Understanding, People Understanding and Positional Tracking (VIO/SLAM). We want new results-oriented team members to join our research ML group. In this role, we create new models and algorithms, and actively engage with the academic community. You will also have the opportunity to give to impactful projects at Apple, and use your machine learning and computer vision skills to transfer your ideas into solutions for some of the most complicated technical problems in the next generation of products that will delight millions of people.
Duties include but not limited to:
1. Design and develop 2D and 3D deep learning models to solve real-world computer vision problems;
2. Working with data, labeling, implementation and integration teams to deploy the models on Apple devices;
3. Design and developing end-to-end pipelines to evaluate model performances in large scale;
4. Model optimization, pruning and acceleration to run efficiently on device;
5. Work multi-functionally with other algorithm engineers on a complex computer vision system.
