Wireless Systems Ai/ml Engineer, Wireless Technologies & Ecosystems

Apple Apple · Big Tech · San Diego, CA · Software and Services

This role focuses on building next-generation AI agents and tools for analyzing wireless connectivity and performance issues in Apple products. It involves developing advanced system evaluation and debugging capabilities using AIML tools, with an emphasis on improving user experience. The role requires expertise in ML frameworks, Gen AI techniques like RAG and Agent Orchestration, and Python scripting, with a strong understanding of wireless protocols.

What you'd actually do

  1. building next generation AI Agents, Tools & services for analyzing Connectivity/Cellular functional & performance issues for future Apple product lines with emphasis on improving the overall user experience in terms of performance.
  2. tackling and resolving complex technical challenges that shape the future of automated analysis of SW bugs from various wireless technologies at Apple using advanced AIML tools.
  3. Development of advanced system evaluation and debugging capabilities is required on an as needed basis.

Skills

Required

  • Masters in Computer Science (or related fields) or equivalent experience
  • Expert in ML frameworks (PyTorch or TensorFlow), with hands-on experience in building out complete ML pipelines (data, model, implementation, optimization, benchmarking & evaluation)
  • Hand-on experience using Gen AI, LLMs and ML models to solve real problems at scale
  • Expertise with advanced Gen AI techniques, such as RAG, Agent Orchestration, Context Management, Prompt Engineering
  • Proficiency in python scripting for data analysis and visualization & Tools development
  • Strong understanding in one of WiFi, Bluetooth, Thread or related protocols
  • Excellent analytical and debugging skills
  • Effective communication skills, particularly with technical content.
  • Highly organized, creative, self-motivated, and passionate about achieving results.

Nice to have

  • PhD in Computer Science (or related fields) or equivalent experience
  • Excellent communication and interpersonal skills for collaborating with a technical team.
  • Strong Analytical and problem-solving skills, with the ability to debug complex issues and communicate findings effectively
  • Excellent attention to details with the passion to deliver high-quality work on tight schedule

What the JD emphasized

  • Expert in ML frameworks (PyTorch or TensorFlow), with hands-on experience in building out complete ML pipelines (data, model, implementation, optimization, benchmarking & evaluation)
  • Hand-on experience using Gen AI, LLMs and ML models to solve real problems at scale
  • Expertise with advanced Gen AI techniques, such as RAG, Agent Orchestration, Context Management, Prompt Engineering
  • Strong understanding in one of WiFi, Bluetooth, Thread or related protocols

Other signals

  • building next generation AI Agents
  • analyzing Connectivity/Cellular functional & performance issues
  • automated analysis of SW bugs
  • using advanced AIML tools
  • Development of advanced system evaluation and debugging capabilities