Intern, Research Machine Learning

Company: ARM Holdings
Location: Austin
Posted on: September 14, 2020

Job Description:

Intern, Research - Machine Learning - Job ID #: 19080 - Job Category: Research - Employment Type: Interns/Students - Division: Research - Department: Research - Primary Country: USA - Primary Location: Austin (TX) We are an Equal Opportunity Employer and do not discriminate against any employee or applicant for employment because of race, color, sex, age, national origin, religion, sexual orientation, gender identity, status as a veteran, and basis of disability or any other federal, state or local protected class.Job Description Arm is the industry's leading supplier of microprocessor technology providing efficient, low-power chip intelligence making electronic innovations come to life. Through our partners, our designs power everything from coffee machines to the fastest supercomputer in the world. Do you want to work on technology that enriches the lives of over 70% of the world's population? Our internship program is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute. About Arm and Arm Research Arm plays a key role in our increasingly connected world. Every year, more than 10 billion products featuring Arm technology are shipped. Our engineers design and develop CPUs, graphics processors, neural net accelerators, complex system technologies, supporting software development tools, and physical libraries. At Arm Research, we develop new technology that can grow into new business opportunities. We keep Arm up to speed with recent technological developments by pursuing blue-sky research programs, collaborating with academia, and integrating emerging technologies into the wider Arm ecosystem. Our research activities cover a wide range of fields from mobile and personal computing to server, cloud, and HPC computing. Our work and our researchers span a diverse range from circuits to theoretical computer science. We all share a passion for learning and creating. About our Machine Learning group and our work Arm's Machine Learning Research Lab delivers underlying ML technology that enables current and emerging applications across the full ML landscape, from data centers to IoT. Our research provides the building blocks to deliver industry-leading hardware and software solutions to Arm's partners. Our ML teams in Austin and Boston focus on algorithmic and hardware/software co-design to provide top model accuracy while optimizing for constrained environments. This includes defining the architecture and training of our own DNN and non-DNN custom machine learning models, optimizing and creating tools to improve existing state-of-the-art models, exploring techniques for compressing models, transforming data for efficient computation, and enabling new inference capabilities at the edge. Our deliverables include: models, algorithms for compression, library optimizations based on computational analysis, network architecture search (NAS) tools, benchmarking and performance analysis, and ideas for instruction set architecture (ISA) and accelerator architectures. We are looking for interns to work with us in key application areas like applied machine learning for semi-conductor design and verification, autonomous driving (ADAS), computer vision (CV), object detection and tracking, motion planning, and simultaneous localization and mapping (SLAM). As a team we are very interested in researching and developing ML techniques that translate into real products and applications; our interns will help us determine which aspects of fundamental ML technology will be meaningful to next generation applications. It would be an advantage if you have experience or knowledge in any or some of the following areas: - Foundational Machine Learning technology including algorithms, models, training, and optimisation. - Concepts like CNN, RNN, Self-supervised Learning, Federated Learning, Bayesian inference, etc. - ML frameworks (TensorFlow, PyTorch, GPflow, Pyro, Scikit-learn, etc.) and strong programming skills - CPU, GPU, and NN accelerator micro-architecture Job Requirements Education: Our interns typically pursue Masters or PhD degrees in engineering and science, most commonly Computer Science, Electrical Engineering, Mathematics, or Physics, but we encourage applications from any field of study if you are motivated and feel your unique skills are relevant to what we do. It would be an advantage if you have experience or knowledge in any or some of the following areas: - Foundational Machine Learning technology including algorithms, models, training, and optimisation. - Concepts like CNN, RNN, Self-supervised Learning, Federated Learning, Bayesian inference, etc. - ML frameworks (TensorFlow, PyTorch, GPflow, Pyro, Scikit-learn, etc.) and strong programming skills - CPU, GPU, and NN accelerator micro-architecture Benefits Your particular benefits package will depend on position and type of employment and may be subject to change. Your package will be confirmed on offer of employment. Arm's benefits program provides permanent employees with the opportunity to stay innovative and healthy, ensure the wellness of their families, and create a positive working environment. - Annual Bonus Plan - Discretionary Cash Awards - 401(k), 100% matching on first 6% eligible earnings - Medical, Dental & Vision, 100% coverage for employee only, shared cost for dependents - Basic Life and Accidental Death and Dismemberment Insurance (AD & D) - Short Term (STD) and Long Term (LTD) Disability Insurance - Vacation, 20 days per year with option to buy 5 more. - Holidays, 13 days per year - Sabbatical, 20 paid days every four-years of service - Sick Leave, 7 days per year - Volunteering, four hours per month (TeamARM) - Office location dependent: caf on site, fitness facilities, team and social events - Additional benefits include: Flexible Spending Accounts for health and dependent care, EAP, Health Advocate, Business Travel Accident Program & Commuter programs. ARM, Inc. (USA) participates in E-Verify. For more information, please refer to About Arm Arm technology is at the heart of a computing and connectivity revolution that is transforming the way people live and businesses operate. From the unmissable to the invisible; our advanced, energy-efficient processor designs are enabling the intelligence in 86 billion silicon chips and securely powering products from the sensor to the smartphone to the supercomputer. With more than 1,000 technology partners including the world's most famous business and consumer brands, we are driving Arm innovation into all areas compute is happening inside the chip, the network and the cloud. With offices around the world, Arm is a diverse community of dedicated, innovative and highly talented professionals. By enabling an inclusive, meritocratic and open workplace where all our people can grow and succeed, we encourage our people to share their unique contributions to Arm's success in the global marketplace.

Keywords: ARM Holdings, Austin , Intern, Research Machine Learning, Other , Austin, Texas