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About Pearl Talent
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About the Client
A seed-stage healthcare data company is building the central source of payer policy data behind coverage decisions, and is looking for a Senior Backend Engineer to own its data infrastructure end to end.
The company collects and structures more than 100,000 medical policies from over 100 insurance payers, using AI to turn complex payer rules into searchable data for customers. It is backed by healthcare accelerators and the National Institutes of Health, recently signed a commercial partnership, and is now scaling its applied AI systems.
About the Role
Day to day, you will scale the web scraping platform,



build LLM workflows that pull medical codes and coverage rules out of policy text, and improve the reliability of scraper jobs and deployments. As technical lead, you will review code and make architectural decisions for part-time and offshore engineers, without managing people directly. Success means reliable scraper jobs, automated testing and deployment, and structured data accurate enough for customers to act on.
Core Responsibilities
Web Scraping Infrastructure
• Build and scale the platform used to develop scrapers that collect policy data from 100+ payers
• Improve scraper reliability and throughput without reducing data accuracy
• Own the scraper pipeline from ingestion through storage

LLM Data Normalization
• Build LLM workflows that convert unstructured policy text into structured, searchable records
• Infer and tag related medical codes (CPT, ICD-10) from policy language
• Classify procedure coverage status (covered or

📌 Remote Senior Backend Engineer (Bogotá)
🏢 Pearl
📍 Bogotá