Intern, Machine Learning
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 in 95% of the world's connected devices – 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 member of ML-Tech Algorithms tam, the candidate (1) Analyze complex and advanced NN and to support architecture development (2) Conduct exploration to develop optimized models to support architecture development (3) Develop algorithms including deployment and network optimization to enable running of industry NN on ARM IP.
What will I be accountable for?
Accountabilities include developing new algorithms that can make state-of-the-art deep networks more suitable for resource-constrained Arm hardware , e.g., Arm CPUs/GPUs/NPUs (Neural Processing Units are specialized 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.
What skills, experience and qualifications do I need?
- Pursuing a Masters or PhD in Computer Engineering, Electrical Engineering or Computer Science
- Developing and working with large software systems in programming languages like Python
- Knowledge of state-of-the-art deep learning libraries such as Tensorflow and Pytorch
- Training large deep learning models on powerful GPU-based systems,
- Complex mathematics/statistics for research and development of effective, new algorithms
- ML Model Optimization techniques targeted for resource constrained ARM edge compute device.
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.