{"id":1882419,"url":"https://alion.io/job/advantest-rd-engineer-ai-integration-mfd","title":"R&D Engineer - AI Integration (m/f/d)","company":{"id":50320,"name":"Advantest","domain":"advantest.com","url":"https://alion.io/company/advantest","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"QA","role_family":"QA","seniority":"senior","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"inferred_city","remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":["Munich, Germany"],"countries":["DE"],"hiring_countries":["DE"],"hiring_countries_total":1,"salary":null,"salary_estimate":{"min_usd":65000,"max_usd":117000,"period":"year","method":"role_seniority_country_cell","sample_n":9},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agile","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"C++","optional":false},{"name":"Docker","optional":false},{"name":"DVC","optional":false},{"name":"Edge AI","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Git","optional":false},{"name":"Hallucination","optional":false},{"name":"Hugging Face","optional":false},{"name":"Java","optional":false},{"name":"Linux","optional":false},{"name":"LLM","optional":false},{"name":"LoRA","optional":false},{"name":"Machine Learning","optional":false},{"name":"Mistral","optional":false},{"name":"NLP","optional":false},{"name":"NumPy","optional":false},{"name":"Pandas","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"PyTorch C++","optional":false},{"name":"QLoRA","optional":false},{"name":"RAG","optional":false},{"name":"Scikit-learn","optional":false},{"name":"Synthetic Data","optional":false},{"name":"PEFT","optional":true}],"status":"live","first_seen_at":"2026-08-31T11:49:05Z","employer_posted_date":null,"last_verified_at":"2026-08-31T11:49:05Z","board_verified":false,"closed_at":null,"days_open":42,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":42},"description":"R&D Engineer - AI Integration (m/f/d)\nFirma: Advantest Europe GmbH\nEinsatzort: Munich\nHomeoffice Option, Vollzeit\n\nAufgaben:Role Overview:\nAs an R&D Engineer, you will work on cutting-edge AI and machine learning solutions, with a focus on Large Language Models (LLMs), to enhance semiconductor testing and electrotechnical systems. You will design, implement, and optimize end-to-end AI pipelines, integrating LLM-driven tools into testing workflows and contributing to the development of advanced semiconductor test automation.\nKey Responsibilities:\nDesign, implement, test, and continuously optimize end-to-end RAG (retrieval-augmented generation) pipelines, including data parsing, ingestion, prompt engineering, and chunking strategies\nIntegrate AI components with existing systems, requiring experience in Java and familiarity with Eclipse\nCurate and develop high-quality datasets, including synthetic data generation for robust training and evaluation of LLMs\nPreprocess datasets, fine-tune open-source LLMs (e.g., LLaMA, Mistral), and integrate RAG systems into semiconductor testing pipelines\nRigorously evaluate LLM applications on correctness, latency, and hallucination metrics\nAssist in deploying LLM-based applications, analyze user feedback, and contribute to iterative improvements\nWrite clean, maintainable, and testable code following software engineering best practices\nCollaborate with cross-functional agile teams to translate customer requirements into prototype solutions, with opportunities to lead smaller sub-projects\nAnalyze semiconductor testing data (parametric measurements, yield logs) using statistical methods and visualization tools\nContribute to MLOps workflows for model training, evaluation, and deployment using Python frameworks (PyTorch, Hugging Face) and cloud platforms (AWS/Azure)\nIntegrate AI components with existing systems, requiring experience in Java, C++ and familiarity with Eclipse\nWork in Linux environments and handle command-line tools, scripting, and system operations\nQualifikationen:University degree in Data Science, Computer Science, Electrical Engineering, or a related field (Master's preferred, Bachelor's with 5+ years' experience accepted)\nExperience with Advantest V93000 test systems / SmarTest 8\nExperience in Eclipse Plugin development\n2-4 years of hands-on experience in machine learning, including coursework or practical work with NLP or LLMs\nProficiency in Python for data analysis (Pandas, NumPy) and ML model development (scikit-learn, PyTorch)\nExperience programming in Java and C++\nStrong understanding of Linux, including command-line usage, system navigation, and scripting\nFamiliarity with LLM concepts: transformer architectures, prompt engineering, text generation techniques\nFoundational knowledge of MLOps practices: version control (Git/DVC), containerization (Docker), and cloud deployment\nExperience with Jupyter notebooks / VS Code\nStrong communication skills in English; ability to document technical work clearly\nExposure to semiconductor testing data or industrial IoT datasets\nExperience with RAG systems, LLM fine-tuning workflows (LoRA, QLoRA)\nFamiliarity with integrating AI components into existing test platform codebases\nElementary German proficiency","description_format":"text","description_chars":3248,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"Germany","iso":"DE","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence"],"lifecycle":[{"event":"open","at":"2026-10-05T00:23:33Z"}],"visa":[],"liveness":{"score":22,"band":"cold","label":"Long shot","p_open":0.6,"p_active":0.675,"p_room":0.55,"age_days":41,"expected_fill_days":29,"reasons":["seen:41","velocity","win:tail"],"computed_at":"2026-10-12T06:55:09Z"},"pay":null,"html_url":"https://alion.io/job/advantest-rd-engineer-ai-integration-mfd","json_url":"https://alion.io/job/advantest-rd-engineer-ai-integration-mfd.json","meta":{"generated_at":"2026-10-12T14:06:45Z","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":22185,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-13T00:00:00Z"}},"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":50320},"rest":"https://alion.io/mcp/rest/get_company?id=50320"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fadvantest-rd-engineer-ai-integration-mfd"},{"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%2Fadvantest-rd-engineer-ai-integration-mfd"},{"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%2Fadvantest-rd-engineer-ai-integration-mfd"},{"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/advantest-rd-engineer-ai-integration-mfd\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fadvantest-rd-engineer-ai-integration-mfd"}]}