Internship - Software Engineering - On-Demand Agent Provisioning in Cellular Test

**Summary** At Wireless Technologies & Ecosystems (WTE) team, we are looking for a motivated and curious intern to join our team working at the intersection of cellular software test engineering and applied AI/ML automation. The intern will work alongside engineers to explore, prototype, and apply the latest AI/ML tools and techniques to solve real problems in modem/cellular test automation, log analysis, and defect triage. The ideal candidate is not just familiar with AI/ML concepts from coursework but has hands-on experience building and experimenting with current-generation tools - LLM APIs, agentic frameworks, RAG pipelines, and NLP libraries - and is eager to bring that curiosity to a fast-evolving, high-impact engineering domain. **Description** If you are a student who lives at the cutting edge of AI/ML - always experimenting with the newest models, frameworks, and techniques - and want to apply that curiosity to solve real, high-impact problems in cellular software testing, this internship offers a rare opportunity to work at the intersection of two fast-moving fields. You'll gain hands-on experience with production test systems while helping shape how AI/ML transforms the way we test and validate next-generation connectivity products. **Responsibilities** * Prototype LLM-powered tools and agentic workflows to automate or accelerate * test execution, results analysis, defect triage, or findings summarization * Experiment with the latest AI/ML models, frameworks, and techniques (agentic * frameworks, RAG, prompt engineering) and evaluate their applicability to end-to-end * test automation * Build small proof-of-concept NLP pipelines for test initiation, monitoring, log * parsing, root cause analysis and extracting important insight that drive corrections / * changes in future test campaigns * Collaborate with engineers to integrate promising AI/ML prototypes into existing test * tooling * Present findings and demos on new AI/ML techniques explored during the internship, * contributing to the team's understanding of emerging trends * Learn cellular technologies testing strategies and automation workflows for modem/ * cellular testing under the guidance of senior engineers. **Minimum Qualifications** * Currently pursuing a Master’s / PhD degree in Computer Science, Computer Science * Engineering, or a related field * Strong proficiency in Python, including scripting, OOP fundamentals, and clean * coding practices * Hands-on project experience (academic, personal, hackathon, or research) applying * LLMs, NLP, or generative AI - not just theoretical coursework knowledge * Good experience with prompt engineering, RAG pipelines, knowledge graphs or fine- * tuning concepts * Practical exposure to at least one agentic framework or tool-orchestration pattern * (LangChain, LangGraph, AutoGen, MCP, or similar), through projects or self-study. **Preferred Qualifications** * Basic understanding of C/C++/Objective C/SwiftUI or a comparable programming * language * Understanding of data structures, algorithms, and problem-solving fundamentals * Exposure to REST APIs and SQL/NoSQL databases * Interest in or coursework exposure to communication technologies (LTE, 5G NR) or * modem/embedded systems would be an added advantage * Experience with Git and collaborative version control workflows * Good analytical and debugging skills, with the ability to work collaboratively in a team * environment * Genuine curiosity about staying current with the latest AI/ML tools, models, and * research, and translating that into applied engineering solutions. At Apple, we're not all the same. And that's our greatest strength. We draw on the differences in who we are, what we've experienced, and how we think. Because to create products that serve everyone, we believe in including everyone. Therefore, we are committed to treating all applicants fairly and equally. We will work with applicants to make any reasonable accommodations. At Apple, we believe accessibility is a fundamental human right. You’ll find that idea reflected in everything here — in our culture, our benefits and our digital tools. By welcoming as many perspectives as possible, we help you build a career where you feel like you belong. Learn about accessibility in Apple’s workplace Role Number: 200689729-1731