We are MTR Legal Rechtsanwälte. Medium-sized business and international level. We advise on all matters of family law. A strong partner for national and international clients. We strive not only for effectiveness, but also create space for individuals to work together towards a common goal. Because we know: with you, you will take our consulting level for our clients to the next stage!
What you need to be able to do for this
- LLM/RAG in production (not just demos)
- Focus on documents (OCR/extraction/classification) or very close to it
- Engineering: versioning, reproducibility, tests, monitoring
- Evaluation mindset: measuring quality and preventing regression
What should be delivered (Deliverables)
- DocTypes + extraction schemes (Top 10) incl. validation
- OCR/extraction pipeline (edge cases: bad scans, tables, prints)
- RAG/LLM: summary + draft letter to client + action items
- Confidence/Checks: thresholds, checks by rules/LLM, human control (Human-in-the-loop)
- QA/Eval: Golden Set, metrics (Precision/Recall), regression tests for prompts/models
Technologies (guideline)
OCR/Extraction, LLM/RAG, Embeddings, Prompting/Templates, Eval Harness (Golden Sets), Monitoring/Drift. Integration into Workflow/Queue.
Conditions
100% remote (CET/Europe - ideal)
Project-based, start as soon as possible, workload by arrangement
Readiness for production Document Intelligence: DocType → Fields → Summary → Draft → Checks.
Important: measurable quality, protection against regression, reliable control steps (Human-in-the-loop).
