Apple AR/VR Job | HID-Machine Learning R&D Engineer
Job（岗位）: HID-Machine Learning R&D Engineer
Citys（岗位城市）: Santa Clara Valley (Cupertino), California, United States
Date（发布日期）: 2023-2-13
Summary（岗位介绍）
Imagine what you could do as an applied machine learning scientist here. At Apple, novel machine learning ideas have a way of becoming extraordinary products, services, and customer experiences quickly. Bring passion and dedication to your job and there’s no telling what you could accomplish.
Here is your opportunity to be part of an incredible research and engineering team building the next-generation of advanced algorithms for sensing technologies in iPhone, Apple Watch, iPad and more. We are looking for inquisitive, creative applied machine learning scientists with expertise in deep learning algorithms for image or time-series data. Working knowledge of signal processing, probabilistic modeling, statistics and embedded programming will broaden your role and effectiveness in this position.
Qualifications（岗位要求）
Strong background in Deep Learning and classical Machine Learning, including but not limited to CNN/RNN architectures, GAN, active learning, k-shot learning and model complexity reduction techniques.
Track record of coming up with new ML ideas, as shown by publications, patents or open-source projects
Experience with one or more Deep Learning packages including but not limited to TensorFlow and PyTorch
Proficiency in Python programming
Description（岗位职责）
We’re looking for sensible and creative engineers and scientists with a strong background in deep learning. Your passion for leading state-of-the-art technologies will be essential to your project and a key component to our team of world-class engineers and designers who are driven to create the next big thing using deep learning. Join us to enhance the lives of hundreds of millions of people around the world!
You will contribute to advanced algorithms that transform raw image or time-series data into interpretable information that feed into elegant applications that delight, connect, and encourage Apple users all around the world. The emphasis will be to work on edge of creativity technologies, but highly impactful deep learning problems that will help improve our users’ experience, which has always been at the core of Apple’s agenda. More specifically, you will:
Design and implement machine learning algorithms that process image or time-series data measured by various sensors in different Apple products
Deploy Apple’s massive computing platform with thousands of GPU’s and CPU’s ready just for you to establish scalable, efficient, automated processes for large-scale data analyses, model development and model validation.
Communicate advances ideas to a focused team – Develop innovative tools and metrics that change the way we look at problems.
Join a thriving Machine Learning community at Apple (https://machinelearning.apple.com (https://machinelearning.apple.com/))
Work cross-functionally with sensor architects and software engineers to build the next generation of sensing technologies.
Additional Requirements（额外要求）
Experience in human computer interaction (HCI) space
Experience with signal processing
Familiarity with C++ or Objective-C programming
Experience processing large-scale data sets using Mesos, Spark, or Hadoop
Past experience in creating high-performance implementations of deep learning algorithms
Experience developing software for Augmented Reality (AR) / Virtual Reality (VR) (ex. ARKit)
