Aeon Modeling Software Intern

Descrizione del lavoro:

At Apple, we work every day to craft products that enrich people's lives. Do you love working on challenges that no one has solved yet? Do you like changing the game?\",\"description\":\"Apple Silicon Engineering Group is looking for a forward-thinking and unusually creative software engineering intern to help build the next generation of AI-driven hardware modeling.\\nBefore circuits become silicon, they exist as software. \\n\\nOur AMS Modeling Software team builds fast, accurate models of analog and mixed-signal circuits that drive the architecture, design and verification of Apple's world-leading systems-on-chip (SoCs). \\nWe combine software engineering, machine learning and large language models (LLMs) to automate model creation, speed up simulation and scale validation.\",\"responsibilities\":\"You will build the tools and AI-powered workflows that make this possible, and help shape the future of semiconductor design.\\n\\nDesign and develop production-quality software (Python and/or C++) for modeling analog and mixed-signal circuits such as SerDes, PLLs, memory interfaces and data converters. You will work with AI coding agents while owning design decisions, code quality and the correctness of the final code. \\nBuild machine learning surrogate models and the data pipelines behind them, trained on circuit simulation and silicon measurement data, so that system-level simulation is fast and accurate\\nDevelop LLM-powered and agent-based workflows that automate the modeling process, from generating models out of specifications to code translation, test generation and documentation generation. \\nBuild automated frameworks that check model accuracy against circuit-level (SPICE) simulations and silicon measurements, and speed up models through GPU acceleration, parallel execution and model order reduction\\nWork closely with system architects, circuit designers and verification engineers to turn specifications and design intent into software and ML solutions, and write clear documentation covering usage, accuracy bounds and limitations\",\"preferredQualifications\":\"Available for 6 months or more\",\"minimumQualifications\":\"Currently enrolled in your first year of studies in a CE, EE, or related field (Bachelor's, Master's or PhD).\\nAvailable for 6 months or more