{"id":2848537,"url":"https://alion.io/job/apple-internship-software-engineering-on-demand-agent-provisioning-in-cellular-test","title":"Internship - Software Engineering - On-Demand Agent Provisioning in Cellular Test","company":{"id":12,"name":"Apple","domain":"apple.com","url":"https://alion.io/company/apple","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Apple Jobs","truth_index":{"grade":"A","score":95,"open_postings":797,"ghost_share":0.001,"stale_share":0.001,"repost_share":0.004,"time_to_fill_p50_days":117,"computed_at":"2026-10-22T06:10:10Z"}},"role":"Early Careers","role_family":"Early Careers","seniority":"intern","employment_type":"internship","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Munich, Germany"],"countries":["DE"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":58000,"max_usd":104000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":56},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"AutoGen","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Knowledge Graph","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"LLM","optional":false},{"name":"Model Context Protocol","optional":false},{"name":"NLP","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"C++","optional":true},{"name":"Git","optional":true},{"name":"Objective-C","optional":true},{"name":"Rest API","optional":true},{"name":"SQL","optional":true},{"name":"Swift","optional":true},{"name":"SwiftUI","optional":true}],"status":"live","first_seen_at":"2026-10-19T10:56:31Z","employer_posted_date":"2026-10-19","last_verified_at":"2026-10-22T12:38:07Z","board_verified":true,"closed_at":null,"days_open":3,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":3},"description":"At Wireless Technologies & Ecosystems (WTE) team, we are looking for a motivated\nand curious intern to join our team working at the intersection of cellular software test\nengineering and applied AI/ML automation. The intern will work alongside engineers\nto explore, prototype, and apply the latest AI/ML tools and techniques to solve real\nproblems in modem/cellular test automation, log analysis, and defect triage. The ideal\ncandidate is not just familiar with AI/ML concepts from coursework but has hands-on\nexperience building and experimenting with current-generation tools - LLM APIs,\nagentic frameworks, RAG pipelines, and NLP libraries - and is eager to bring that\ncuriosity to a fast-evolving, high-impact engineering domain.\nDescription\nIf you are a student who lives at the cutting edge of AI/ML - always experimenting\nwith the newest models, frameworks, and techniques - and want to apply that\ncuriosity to solve real, high-impact problems in cellular software testing, this\ninternship offers a rare opportunity to work at the intersection of two fast-moving fields.\nYou'll gain hands-on experience with production test systems while helping shape how\nAI/ML transforms the way we test and validate next-generation connectivity products.\nMinimum Qualifications\nCurrently pursuing a Master’s / PhD degree in Computer Science, Computer Science\nEngineering, or a related field\nStrong proficiency in Python, including scripting, OOP fundamentals, and clean\ncoding practices\nHands-on project experience (academic, personal, hackathon, or research) applying\nLLMs, NLP, or generative AI - not just theoretical coursework knowledge\nGood experience with prompt engineering, RAG pipelines, knowledge graphs or fine-\ntuning concepts\nPractical exposure to at least one agentic framework or tool-orchestration pattern\n(LangChain, LangGraph, AutoGen, MCP, or similar), through projects or self-study.\nPreferred Qualifications\nBasic understanding of C/C++/Objective C/SwiftUI or a comparable programming\nlanguage\nUnderstanding of data structures, algorithms, and problem-solving fundamentals\nExposure to REST APIs and SQL/NoSQL databases\nInterest in or coursework exposure to communication technologies (LTE, 5G NR) or\nmodem/embedded systems would be an added advantage\nExperience with Git and collaborative version control workflows\nGood analytical and debugging skills, with the ability to work collaboratively in a team\nenvironment\nGenuine curiosity about staying current with the latest AI/ML tools, models, and\nresearch, and translating that into applied engineering solutions.","description_format":"text","description_chars":2576,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Operating Systems","Laptops","Smartwatches & Fitness Trackers","Tablets"],"lifecycle":[{"event":"open","at":"2026-10-19T12:13:13Z"}],"visa":[],"liveness":{"score":99,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.993,"p_room":1,"age_days":2,"expected_fill_days":117,"reasons":["conf:1","urgency","velocity","win:early","comp:junior,brand"],"computed_at":"2026-10-22T06:10:10Z"},"pay":null,"html_url":"https://alion.io/job/apple-internship-software-engineering-on-demand-agent-provisioning-in-cellular-test","json_url":"https://alion.io/job/apple-internship-software-engineering-on-demand-agent-provisioning-in-cellular-test.json","meta":{"generated_at":"2026-10-22T13:59:19Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":13403,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-23T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":12},"rest":"https://alion.io/mcp/rest/get_company?id=12"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fapple-internship-software-engineering-on-demand-agent-provisioning-in-cellular-test"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fapple-internship-software-engineering-on-demand-agent-provisioning-in-cellular-test"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fapple-internship-software-engineering-on-demand-agent-provisioning-in-cellular-test"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/apple-internship-software-engineering-on-demand-agent-provisioning-in-cellular-test\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fapple-internship-software-engineering-on-demand-agent-provisioning-in-cellular-test"}]}