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Parallel

AI agents automate hospital medical coding

Forward Deployed Engineer

AI Application Engineering +1Confirmed live in the last 24 hours
Full-timeÎle-de-France, France

About the Job

Requirements

  • Have at least 5 years of full-stack development experience.
  • Have graduated from a top engineering school.
  • Be proficient in Node.js and TypeScript, including NestJS, Express, Prisma, and Postgres, as well as React, including TanStack and Tailwind.
  • Have worked with large language models and AI agents, through personal or professional projects, including tools such as LangChain or Hugging Face.
  • Be comfortable working directly with customers and helping non-technical users learn to use a tool.
  • Be comfortable working in complex, non-standardized environments and with infrastructure, including networking, security, and on-premise deployments.
  • Have experience connecting systems together.

Responsibilities

  • Understand each healthcare facility's IT infrastructure.
  • Adapt the platform to each facility's constraints, including interfaces, integrations, security, network architecture, and on-premise deployments.
  • Work directly on the product when needed to unblock projects.
  • Identify and solve technical and organizational blockers.
  • Support customers through change management so they can use Parallel effectively.
  • Help progressively define deployment standards.
  • Lead and stabilize deployments at customer sites, build facility-specific adaptations and integrations, and ramp up on the AI, RPA, computer-use, interoperability, and on-premise infrastructure stacks.

About the Company

Parallel

AI agents automate hospital medical coding

Parallel is a Paris-based HealthTech company that builds AI agents to automate hospital administrative workflows, starting with medical coding. The AI agents read unstructured clinical data and patient context to auto-code straightforward cases and suggest codes for complex ones, then connect with hospital systems through secure remote access and RPA-style interactions. The product is deployed across dozens of European hospitals under GDPR, HDS, and ISO 27001 controls. Unlike broader healthcare software vendors, Parallel focuses on reducing coding backlog and improving revenue capture within hospital administration, with plans to extend into billing and admissions. The company raised a 20 million euro Series A in March 2026 led by Index Ventures, to accelerate European deployments and international expansion.

Company size
11-50
Company stage
Series A
Total funding
$23.6M
Headquarters
Paris, France
Founded
2024

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