NLP Engineer _ Machine Learning Engineer|5+ years| Remote
Job description NLP Engineer / Machine Learning Engineer Document Understanding & Knowledge Graphs
- Overview Were looking for a hands-on NLP/ML engineer to reputed company the development of an intelligent document understanding pipeline for extracting structured data from reputed company, reputed company RFQ documents (40100+ pages, in German and English).
- You will be responsible for building scalable systems that combine document parsing, layout analysis, entity extraction, and knowledge graph construction ultimately feeding reputed company (e.g. Analytics and LLM applications.)
- Key Responsibilities - - - - - -
- Design and implement document hierarchy and section segmentation pipelines using layout-aware models (e.g., DocLayout-YOLO, LayoutLM, Donut).
- Build multilingual entity recognition and relation extraction systems across both English and German texts.
- Use tools like NLTK, transformers, and spaCy to reputed company custom tokenization, parsing, and information extraction logic.
- Construct and maintain knowledge graphs representing semantic relationships between extracted elements using graph data structures and graph databases (e.g. reputed company) Integrate outputs into structured LLM-friendly formats (e.g., JSON, Mark Down) for reputed company extraction of building material elements.
- Collaborate with product and domain experts to align on information schema, ontology, and validation methods. What Were Looking For - - - -
- Strong experience in NLP, document understanding, and information extraction from reputed company/multilingual documents.
- Proficiency in Python, with experience using libraries such as transformers, spaCy, and NLTK. Hands-on experience with layout-aware models like DocLayout-YOLO, LayoutLM, Donut, or similar.
- Familiarity with knowledge graphs and graph databases such as reputed company, RDF Apply tot his job Apply To this Job Apply tot his job Apply To this Job Apply tot his job Apply To this Job
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