Wireless Software & AI/ML Engineer Intern - Beijing

Description du poste:

Apple is a place where extraordinary people gather to do their best work. Just be ready to dream big.\\n\\nThe people here at Apple don't just build products - they build the kind of wonder that's revolutionized entire industries. It's the diversity of those people and their ideas that encourages the innovation that runs through everything we do, from amazing technology to industry-leading environmental efforts. Join Apple, and help us leave the world better than we found it.\\n\\nImagine what you could do here. At Apple, creative ideas have a way of becoming wonderful products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish.\\n\",\"description\":\"Be a part of the Wireless Technologies and Ecosystems (WTE) team! The Wireless Software team is responsible for bringing groundbreaking cellular and wireless connectivity to Apple products including iPhone, iPad, Apple Watch, and Mac. In this role, you will explore the intersection of cellular communications and artificial intelligence, investigating how AI/ML models can analyze application traffic patterns and enable intelligent baseband optimizations to deliver seamless, world-class user experiences.\\n\",\"responsibilities\":\"As a Wireless Software \u0026 AI/ML Intern, you will research, design, and prototype intelligent traffic classification and cellular optimization algorithms. You will leverage multi-layer telemetry across the system to make cellular protocol stacks application-aware and dynamically optimize communication performance for diverse user scenarios.\\nAnalyze wireless network and protocol telemetry to extract meaningful application traffic characteristics and performance indicators.\\nDesign, train, and evaluate lightweight AI/ML models for real-time application and traffic pattern classification.\\nExplore and prototype cross-layer optimization strategies to enhance key user experiences such as streaming and low-latency interactive applications.\\nBuild simulation or on-device evaluation pipelines to benchmark QoS/QoE metrics, including throughput, latency, and stability.\\nWork closely with multi-functional wireless engineering teams to review designs, validate results, and present technical findings.\\n\",\"preferredQualifications\":\"Familiarity with 5G NR protocol architecture and radio resource management concepts.\\nKnowledge of multimedia streaming protocols and gaming QoS/QoE requirements.\\nExperience with lightweight on-device ML model deployment or runtime optimization.\\nStrong analytical, problem-solving, and debugging skills.\",\"minimumQualifications\":\"Student currently pursuing a Master's or Ph.D. degree in Electrical Engineering, Computer Science, Telecommunications, Information Engineering, or related technical fields.\\nAvailable for a full-time internship for at least 6 months based in Beijing.\\nGood foundational knowledge of wireless communications or cellular network protocol stacks (LTE / 5G NR).\\nSolid understanding of core machine learning / deep learning algorithms and experience with standard ML frameworks (e.g., PyTorch, TensorFlow, or Scikit-Learn).\\nExcellent communication and collaboration skills, both verbally and written (in both Chinese and English).\\n