Internship - AI/ML in Wireless Research
Vor 3 Tagen
Are you a fearless thinker? Do you love the challenge of advancing a widely accepted technology? In the Wireless Research and Standards team, you'll be responsible for bringing groundbreaking wireless connectivity to the world through Cellular, Wi-Fi, Bluetooth, and more. You'll design, develop, and patent the next generation of wireless technologies. You'll collaborate across departments to help craft solutions that elevate the customer experience with Apple products and progress various wireless standards. Our goal is to ensure nothing stands in the way of our customers' connections with their devices. If you join us, you'll help build world-renowned wireless systems so seamless that they almost feel like magic. Imagine what you could do here. At Apple, new insights have a way of becoming extraordinary products, services, and customer experiences very quickly.
Description
The Wireless Research team in the Wireless, Technologies and Ecosystems (WTE) organization is working on influencing the definition of next generation wireless architecture and systems / standards. We are seeking a hardworking individual with outstanding communication skills and an exceptional technical knowledge of cellular and connectivity technologies. We make a clear difference to the product. This is an extraordinary opportunity to work with our hardware and wireless software engineering teams to help drive and deliver the most innovative Apple wireless devices and iOS software features to customers on our operators' networks worldwide.
","responsibilities":"As an Intern working in our team, you will have the opportunity to work with different technical teams to define next generation wireless and network features and help drive external infrastructure vendors and carriers to full feature realization. You will have the opportunity to define innovations and explore tradeoffs in different areas of the cellular protocol stack and network architecture. In particular you will work hands-on to apply AI/ML to different features of the cellular protocol stack, combining real network data and simulation-based approaches. The chance to create an impact is tremendous.
Preferred Qualifications
Project experience in the area of AI/ML applied to wireless devices and networks (e.g., mobility, scheduling, energy efficiency)
Knowledge with EU and/or national (e.g., BMFTR) research and funding programs is a plus
Experience in one or more key emerging wireless technology areas like NTN, Cell-free Networks, JCAS is a plus
MS in EE / CS; PhD student preferred
Minimum Qualifications
Understanding of state of art (5G-A) cellular and/or non-cellular communications systems and technologies
Background in research (and ideally (pre-)standards: 3GPP, ETSI, IEEE), with main focus on the network stack (layer 2+), RAN and Core Network aspects. Some understanding of physical layer procedures
Hands-on experience with ML frameworks (PyTorch, TensorFlow, sklearn), MLOps tools and programming languages like Python, C/C++, Swift, etc. is important
At Apple, we're not all the same. And that's our greatest strength. We draw on the differences in who we are, what we've experienced, and how we think. Because to create products that serve everyone, we believe in including everyone. Therefore, we are committed to treating all applicants fairly and equally. We will work with applicants to make any reasonable accommodations.
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