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Applied AI Engineer – OCR, Dokumentenklassifikation, Extraktion, RAG/LLM, Evalua

Remote · Italy Full-time

wir

sind MTR Legal Rechtsanwälte. Mittelständisch und international. Wir beraten im gesamten Familienrecht. Ein starker Wegbegleiter für nationale und internationale Mandanten. Wir verfolgen nicht nur Leistung, sondern schaffen auch Raum für Persönlichkeiten, um gemeinsam an einem Strang zu ziehen. Denn wir wissen: Mit Ihnen bringen wir unser Beratungsniveau für unsere Mandanten auf das nächste Level!

du

Was du dafür können musst

  • LLM/RAG in Produktion (nicht nur Demo)
  • Dokumentenfokus (OCR/Extraktion/Klassifikation) oder sehr nah dran
  • Engineering: Versionierung, Repro, Tests, Monitoring
  • Evaluation-Mindset: Qualität messen & Regression verhindern
Was am Ende stehen muss (Deliverables)
  • DocTypes + Extraktionsschemas (Top 10) inkl. Validierungen
  • OCR/Extraktionspipeline (Edge Cases: schlechte Scans, Tabellen, Stempel)
  • RAG/LLM: Summary + Mandanten-E-Mail-Draft + Action Items
  • Confidence/Checks: Thresholds, Rule/LLM-Checks, Human-in-the-loop Gates
  • QA/Eval: Golden Set, Metriken (Precision/Recall), Prompt/Model Regression Tests

connecting the dots

Tech (Orientierung) OCR/Extraction, LLM/RAG, Embeddings, Prompting/Templates, Eval Harness (Golden Sets), Monitoring/Drift. Integration in Workflow/Queue. Rahmenbedingungen

  • 100% Remote (CET/Europa ideal)
  • Projektbasis, Start asap, Auslastung nach Vereinbarung

perspective

Produktionsreife Document Intelligence: DocType → Felder → Summary → Draft → Checks. Wichtig: messbare Qualität, Regression-Schutz, sichere Gates (Human-in-the-loop).

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