Job vor 3 Tagen bei Jobware gefunden
Advantest Europe GmbH
• 81929 Muenchen
Homeoffice möglich
[. .. ] test automation. Key Responsibilities:Design, implement, test, and continuously optimize end-to-end RAG (retrieval-augmented generation) pipelines, including data parsing, ingestion, prompt engineering, and chunking strategies. Curate and develop high-
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[...] class=highlight_text>quality datasets, including synthetic data generation for robust training and evaluation of LLMs. Preprocess datasets, fine-tune open-source LLMs (e. g. , LLa MA, Mistral) , and integrate RAG systems into semiconductor testing pipelines. Rigorously evaluate LLM applications on correctness, latency, and hallucination metrics. Assist in deploying LLM-based applications, analyze [. .. ] to iterative improvements. Write clean, maintainable, and testable code following software engineering best practices. Collaborate with cross-functional agile teams to translate customer requirements into prototype solutions, with opportunities to
lead smaller sub-projects. Analyze semiconductor testing data (parametric measurements, yield logs) using statistical methods and visualization tools. Contribute to MLOps workflows for model training, evaluation, and deployment using Python frameworks (Py Torch, Hugging Face) and cloud platforms (AWS/ Azure) . Integrate AI components with existing systems, requiring experience in Java [. .. ] C++. Strong understanding of Linux, including command-line usage, system navigation, and scripting. Familiarity with LLM concepts: transformer architectures, prompt engineering, text generation techniques. Foundational knowledge of MLOps practices: version
control (Git/ DVC) , containerization (Docker) , and cloud deployment. Experience with Jupyter notebooks or VS Code. Strong communication skills in English; ability to document technical work clearly. Exposure to semiconductor testing data or industrial Io T datasets. Experience with RAG systems, LLM fine-tuning workflows (Lo RA, QLo RA) . Familiarity with integrating [. .. ]
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