AI Native Engineer

Unilabs is one of Europe's leading diagnostics groups — 12,500 people, 200+ laboratories across 14 countries, and

more than 237 million diagnostic tests performed annually. In pathology alone, Unilabs processes tens of thousands

of histopathology cases each year, with flagship digital pathology centres already operating at 100% whole slide

image scanning capacity in Geneva and Lausanne.

Core Responsibilities

1. Core Agentic Architecture & Retrospective Extraction

• LLM Extraction Agents: Design, build, and maintain production-grade LLM-based extraction pipelines to automatically parse years of unstructured PDF pathology reports.
• Structured Parsing: Programmatically extract clinical entities such as diagnoses, tumor grades, pathological staging, and critical biomarker statuses from raw, free-text documents.
• Framework Selection: Evaluate and integrate specialized agentic frameworks and orchestration tool...