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

Apple
  • 🇩🇪 Germany
  • On-site
  • Internship
  • 16 hours ago
  • AI/ML
  • Test Automation
  • triage
  • LLM APIs
  • RAG
  • Natural Language Processing
  • Python
  • OOP
  • Machine Learning
  • LangChain
  • LangGraph
  • AutoGen
  • MCP
  • C++
  • SwiftUI
  • REST API
  • SQL
  • NoSQL
  • Git
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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.

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

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