AI/ML Research Engineer – Wireless 5G/6G

Santa Clara Valley (Cupertino), California, United States
Hardware

Summary

Posted:
Role Number:200307908
Imagine what you could do here. At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish! Join us to help deliver system design of next generation groundbreaking AI/ML based radio access networks and wireless modems. Do you love working on challenges that no one has solved yet? As a member of our dynamic R&D group, you will have the unique and rewarding opportunity to craft next generation wireless technology that will have deep impact on future Apple products and inspire millions of Apple’s customers every single day. Wireless and AI/ML technologies have become a crucial part of all Apple devices that delight our customers. In our unit, we have the mission to research and develop AI/ML based wireless technology for next generation radio access networks across different layers of the protocol stack. We are looking for expert and highly self-motivated machine learning engineers with basic understanding of wireless technology used in innovative indoor and outdoor wireless networks. In this role you will be at the center of a ground breaking research group responsible for crafting next generation AI/ML based powerful radio access technologies over the next decade. You will work on defining system level concepts, proposing, and researching innovative ideas & algorithms, performing sophisticated system simulations, defining and working on rapid prototyping platforms to help prove your ideas for next generation (5GA/6G) cellular systems with AI/ML foundation.

Key Qualifications

  • Direct experience on solving interdisciplinary problems via machine learning (ML).
  • Knowledge in Algorithms, Optimization, Probability, Statistics, Signal processing, Estimation/Detection Theory, and Information Theory.
  • Working experience in one or more of the following research directions in Neural Networks: Deep Reinforcement Learning, Federated Learning, Transformer, Transfer Learning, Online Learning, Generative Neural Network, Graph Neural Network, CNN, RNN etc.
  • Shown track-record of innovation in AI/ML.
  • Programming experience in C, C++, Python, MATLAB.
  • Basic knowledge of communication system theory and wireless systems.
  • Demonstrate clarity of thought and strong analytical and problem-solving skills.
  • Ability to work well both independently and within a team.
  • Excellent communication and presentation skills.
  • Contributions to research communities/efforts, including strong publication record in relevant fields.
  • Understanding of the practical challenges of applying Machine Learning to Wireless Communications.
  • Familiarity with efficient implementation of AI/ML in hardware.
  • Knowledge of current cellular or Wi-Fi communication standards: eg. 5G (NR), 4G (LTE), IEEE 802.11ax, IEEE 802.11ax/ay/az/be.
  • Advanced programming skills, eg. object-oriented programming, algorithm development, modeling (floating-point and fixed-point) and link-level simulation.
  • Familiarity with wireless system optimization for augmented reality, virtual reality and automotive applications.
  • Familiarity with sensing technologies.
  • Familiarity with edge computing.

Description

- You will research and design AI/ML based next generation (5G/6G) wireless communication systems for radio access networks and wireless modems - Contribute to link-level and system simulator modeling and AI/ML framework design - Take a top-down approach towards system design starting from a use case of relevance to Apple products, defining a problem statement and arriving at groundbreaking innovative solutions - Participate in industry/academic forums passionate about 6G technology - Assess the benefit of different proposals to solving a problem - Define and provide vital systems engineering support towards rapid prototyping platform development in the form of system requirements and system design documents - Contribute to future 3GPP RAN work items on 5G/6G technology

Education & Experience

MS in Computer Science or Electrical Engineering with 4+ years of working experience or PhD in relevant field.

Additional Requirements