CAD Automation and ML Engineer

World's leading technology company known for innovative consumer electronics, software, and services.
$120,000 - $200,000
Machine Learning
Mid-Level Software Engineer
In-Person
5,000+ Employees
3+ years of experience
AI · Hardware

Description For CAD Automation and ML Engineer

Join Apple's innovative hardware team as a CAD Automation and ML Engineer, where you'll be at the forefront of designing the world's most advanced silicon. This role combines cutting-edge machine learning with circuit design automation, offering a unique opportunity to impact the development of next-generation processors. You'll work on developing innovative pipelines for design engineers, implementing ML and LLM applications for circuit analysis, and collaborating with diverse teams across Custom Digital, Analog, and Mixed-Signal domains.

The position offers hands-on experience in applying machine learning to circuit design automation and IP reuse, encompassing various aspects of silicon IP development. You'll work with state-of-the-art technologies including LLM applications for information retrieval, triage, and chatbot development, alongside traditional silicon design areas such as transistor-level extraction, timing analysis, and power EM analysis.

As a successful candidate, you'll thrive in a dynamic, collaborative environment where your contributions directly impact millions of Apple customers. The role requires a strong foundation in Python programming, algorithms, and electrical engineering knowledge, combined with expertise in machine learning and large language models. You'll be part of a team that values innovation, attention to detail, and exceptional user experiences.

This is an excellent opportunity for someone passionate about the intersection of hardware and machine learning, offering the chance to work on challenging problems while contributing to Apple's next generation of processors. The role provides exposure to diverse aspects of silicon development, from ML applications to traditional circuit design tools, making it an ideal position for growth and impact in the field of hardware engineering and artificial intelligence.

Last updated 8 hours ago

Responsibilities For CAD Automation and ML Engineer

  • Develop innovative ML and large language model applications for circuit design software systems
  • Identify opportunities for optimizing and reusing hardware IP assets
  • Support ML and large language model development processes
  • Collaborate with design teams including Custom Digital, Analog, and Mixed-Signal
  • Validate ML-based applications and implement enhancements
  • Work with EDA providers and evaluate external vendor packages

Requirements For CAD Automation and ML Engineer

Python
React
  • BS degree minimum required
  • Experience in Python programming
  • Experience in programming algorithms
  • Experience with UNIX shell environment and code revision control systems
  • Knowledge of basic electrical engineering topics
  • Proficiency in machine learning algorithms and large language models
  • Strong communication and presentation skills

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