Machine Learning Engineer - Perception ML Systems
Posted on: 5 Mar 2021
Santa Clara, CA
Job Description
Machine Learning Engineer - Perception ML Systems
Santa Clara Valley (Cupertino), California, United States
Software and Services
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Summary
Posted: Mar 3, 2021
Role Number:200169362
Apple is looking for a talented, proactive, and results-oriented Machine-Learning Systems software engineer to help advance state-of-the-art of perception for autonomous technologies. In this position, you will be at the intersection of machine learning and large-scale systems, utilizing expertise in these area in order to build a scalable machine-learning training and evaluation environment that is efficient, scales with more data and compute is reliable and a pleasure to use. YOU WILL WORK ON - Implementing algorithms for efficient, large-scale, distributed DNN training. - Balance memory with compute to enable training of ever-larger models. - Make recommendations regarding HW configuration to minimize I/O and network overhead. - Profile and optimize low-level DNN training code; implement custom CUDA kernels to optimize slow operators.
Key Qualifications
Key Qualifications
* 3+ years of professional software development experience in production environment in at least one of the following: Python, C++, CUDA.
* Graduate level education in computer science or equivalent engineering degree.
* Demonstrated creative, critical and independent thinking capabilities and troubleshooting skills.
* Strong analytical and communication skills.
* EITHER:
* Experience in building efficient distributed training infrastructure for machine learning.
* Familiarity with Deep Neural Networks and modern platforms (Pytorch, TensorFlow).
* AND/OR:
* Experience with implementing parallel and distributed algorithms in HPC context: MPI, OpenMP, TBB in C/C++ or GPGPU programming using CUDA.
* Experience with distributed cloud compute using modern open source libraries.
Description
Description
You will join a fantastic team of exceptional engineers and researchers with deep experience in robotics, machine learning, and software engineering. We have a clear mission and always strive for the best possible result. We search for solutions as a team and value clear-eyed feedback. Time constraints and big goals encourage us to sharpen our focus and force us to make the right decisions.
Education & Experience
Education & Experience
Bachelor degree or Masters in computer science/ML equivalent professional experience.
Additional Requirements
Additional Requirements
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Apple
Cupertino, CA
Apple Inc. designs, manufactures, and markets mobile communication and media devices, and personal computers. It also sells various related software, services, accessories, and third-party digital content and applications. The company offers iPhone, a line of smartphones; iPad, a line of multi-purpose tablets; and Mac, a line of desktop and portable personal computers, as well as iOS, macOS, watchOS, and tvOS operating systems.
It also provides iTunes Store, an app store that allows customers to purchase and download, or stream music and TV shows; rent or purchase movies; and download free podcasts, as well as iCloud, a cloud service, which stores music, photos, contacts, calendars, mail, documents, and others. In addition, the company offers AppleCare support services; Apple Pay, a cashless payment service; Apple TV that connects to consumers’ TVs and enables them to access digital content directly for streaming video, playing music and games, and viewing photos; and Apple Watch, a personal electronic device, as well as AirPods, Beats products, HomePod, iPod touch, and other Apple-branded and third-party accessories.
The company serves consumers, and small and mid-sized businesses; and education, enterprise, and government customers worldwide. It sells and delivers digital content and applications through the iTunes Store, App Store, Mac App Store, TV App Store, Book Store, and Apple Music. The company also sells its products through its retail and online stores, and direct sales force; and third-party cellular network carriers, wholesalers, retailers, and resellers. Apple Inc. was founded in 1977 and is headquartered in Cupertino, California.
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IndustryInformation Technology
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No. of Employees132,000
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Website
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Jobs Posted4535
