2 days ago
Responsibilities
- Develop ML and LLM applications for understanding, explaining, and interacting with circuit design software systems.
- Design and implement interactions between ML applications and extensive compute infrastructure.
- Identify opportunities to optimize, expedite, and reuse hardware IP asset delivery.
- Support ML and LLM development by understanding input data, troubleshooting outputs, resolving software issues, and delivering solutions to internal customers.
- Collaborate with Custom Digital, Analog, Mixed-Signal, CAD, and other design teams to develop applications that reduce duplicate design work.
- Validate ML-based applications, implement enhancements, and evaluate EDA vendor packages and open-source solutions.
Requirements
- BS in Computer Science or a related field and 10+ years of relevant industry experience.
- Experience with object-oriented programming, data structures, and algorithms; Python is preferred and Perl is useful.
- Experience developing machine learning algorithms, implementing NLP, or applying LLMs in industry applications.
- Experience with transistor-level electrical engineering and circuit analysis software involving simulation, timing, EM/IR, layout, extraction, or power analysis.
- Day-to-day experience with UNIX shell environments and code revision control systems.
- Experience leading electrical-engineering-focused software development projects and applying ML to electrical engineering.
- Experience with LLM fine-tuning, retrieval-augmented generation, and prompt engineering.
- Experience with server management and parallel computing platforms such as LSF, NC, or AWS.
- Experience creating web technologies using React and REST APIs.
- Excellent communication and presentation skills.
- Experience developing large-scale software systems in multi-user, multi-site environments.
- Ability to drive a software development team developing novel and complex applications.
Categories
About Apple
Apple designs and sells consumer electronics, software, and services for consumers and professionals worldwide, including iPhone, Mac, iPad, Apple Watch, and AirPods, plus platforms like iOS/macOS and services such as the App Store, iCloud, Music, and TV+. Its business combines device sales with services and subscriptions and in-house silicon design. Founded in 1976, Apple is headquartered in Cupertino, California, and trades on NASDAQ as AAPL.