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Intern, Machine Learning
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Internships at Arm
Most people know Arm and the scale at which our advanced core processors are changing the world. But not everyone knows our name. They do know our partners, though. Because those tiny processors are a driving force behind the biggest names in tech. Not only in Silicon Valley, but 70% of technology used by the world’s population – from your smartphone to the world’s fastest supercomputer.
What better place to get an internship? We put our trust in you to work on big, global projects because you'll have our world-class mentors on your side, giving you just the right combination of freedom and support. And what if you want to focus on becoming an expert in certain skills? We're with you there too – creating your own development roadmap paired with your choice workshops.
About the role
As the industry's leading supplier of microprocessor technology, Arm provides efficient, low-power chip technology making electronic innovations come to life. Our employees impact a rich ecosystem by developing CPUs, graphics processors, sophisticated system IP, supporting software development tools, and physical libraries. These contributions have enabled more than one thousand Arm partners to ship over 100 billion groundbreaking Arm-powered processors. We are looking for highly hard-working interns to join the Machine Learning Tech Algorithms Team.
In this role, you will analyze complex neural networks, develop optimized models to support architecture development, and help develop algorithms (including deployment and network optimization) to enable the running of industry standard neural networks on ARM IP.
What will I be accountable for?
Accountabilities include developing new algorithms that can make groundbreaking neural networks more suitable for resource-constrained Arm hardware, e.g., Arm CPUs/GPUs/NPUs (Neural Processing Units are niche hardware used for fast processing of Deep Neural Networks) and Neural Architecture Search, where the idea is to find an architecture for deep networks that achieves high accuracy despite incurring low computational costs.
Essential Skills and Requirements
- Pursuing a Masters or PhD in Computer Engineering, Electrical Engineering or Computer Science
- Experience developing and working with large software systems in programming languages like Python
- Knowledge of powerful deep learning libraries such as Tensorflow and Pytorch
- Experience of training large deep learning models on powerful GPU-based systems,
- A grasp of mathematics/statistics for research and development of effective new algorithms
- An understanding of machine learning model optimization techniques targeted for resource constrained ARM edge computer devices.
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.
Arm is an equal opportunity employer, committed to providing an environment of mutual respect where equal opportunities are available to all applicants and colleagues. We are a diverse organization of dedicated and innovative individuals, and don’t discriminate on the basis of any characteristic.
Life at Arm
There's an open and casual atmosphere here that's so characteristic of Arm. We build spaces for continuous learning and creative expression. No matter the level of person you're approaching, they're always ready for a down-to-earth conversation. And it's easy to make friends with such a diverse network of graduates, interns and apprentices all sticking together. Because diversity is essential to how we innovate – one reason why we're promoting more women into leadership positions.
Everything Made Possible
Just how far do the possibilities of Arm's tech stretch? AI, Machine Learning, IoT… billions of people use our technology every day, spanning countless nations, industries and applications. So much so, there's virtually never a time or place we're not with you.