Full-Time

Senior Site Reliability Engineer / DevOps Engineer

Parallel

Parallel

11-50 employees

Automates hospital medical coding with AI

No salary listed

Paris, France

In Person

100% in person at the Paris office.

Category
DevOps & Infrastructure (2)
,
Required Skills
Packer
Kubernetes
MLOps
Microsoft Azure
Incident Response
GitHub Actions
Infrastructure as Code (IaC)
Docker
AWS
Terraform
Observability
Ansible
DevOps
HIPAA
Google Cloud Platform

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Requirements
  • Own infrastructure topics in production over the long term with end-to-end responsibility.
  • Work autonomously in a solo infrastructure role within a fast-paced startup.
  • Have strong production experience across at least three of Kubernetes, MLOps, Ansible, and on-premise plus cloud environments, with Kubernetes and multi-cloud being non-negotiable.
  • Have mastered Terraform in production; Terragrunt, Packer, and Ansible are desirable.
  • Have hands-on experience with AWS, Google Cloud Platform, and Microsoft Azure in a real multi-cloud setup, including container orchestration with ECS/Fargate, GKE Autopilot, and Docker, plus continuous integration and continuous delivery using GitHub Actions.
  • Have experience with on-premise or hybrid deployments, Ansible configuration management, and site-to-site VPN connectivity.
  • Have a strong security mindset, ideally with exposure to health-data regulations such as HDS or HIPAA.
Responsibilities
  • Design, implement, and maintain infrastructure across AWS, Google Cloud Platform, and Microsoft Azure using ECS/Fargate, GKE Autopilot, and Docker.
  • Guarantee HDS compliance and data protection, and proactively identify and resolve security risks.
  • Deploy and maintain infrastructure inside hospital networks, bridging cloud and client-site virtual machines through site-to-site VPN and Ansible in constrained network environments.
  • Set up continuous integration and continuous delivery pipelines with GitHub Actions.
  • Build scalable and observable systems with logging, monitoring, and tracing.
  • Resolve reliability bottlenecks and define DevOps processes, including incident response and infrastructure as code using Terraform, Terragrunt, Packer, and Ansible.
  • Build and run reliable, secure, and scalable infrastructure for AI systems across multi-cloud and on-premise hospital environments.
Desired Qualifications
  • Experience building or running AI/ML systems in production, including serving, scaling, and observability.
  • Exposure to HDS or HIPAA health-data regulations.
  • Experience with Terragrunt and Packer.
  • Potential to grow into leading a DevOps team as the company expands.

Parallel builds AI agents to optimize healthcare administrative workflows, focusing on medical coding. It integrates with hospital IT systems and uses Generative AI to turn unstructured data into automated codes for straightforward cases and suggested codes for complex ones. Deployment uses secure VPN and Robotic Process Automation to mimic human interactions with hospital software, ensuring compliance with RGPD, HDS, ISO 27001. Its goal is to save time, reduce coding errors, and increase hospital revenue while protecting data.

Company Size

11-50

Company Stage

Series A

Total Funding

$23.6M

Headquarters

Paris, France

Founded

2024

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Simplify Jobs

Simplify's Take

What believers are saying

  • Parallel raised $20 million on March 19, 2026 from Index, YC, Frst, and Hexa.
  • Parallel claims deployments across several dozen hospitals within weeks, accelerating sales cycles.
  • CEO Paul Lafforgue said customers recovered hundreds of thousands to €5 million annually.

What critics are saying

  • Parallel faces crowded competition from CodaMetrix, Fathom, Nym, Solventum, and Optum.
  • Hospitals still bear coding liability, exposing Parallel to audits, denials, and reimbursement disputes.
  • If Epic or Cerner bundle native coding automation, Parallel's standalone wedge weakens fast.

What makes Parallel unique

  • Parallel deploys on legacy hospital software via VPN and RPA, avoiding deep integrations.
  • It starts with medical coding, linking automation directly to reimbursement and revenue capture.
  • By March 2026, Parallel served several dozen hospitals and thirty-plus healthcare facilities.

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Benefits

Remote Work Options

Company Social Events

Growth & Insights and Company News

Headcount

6 month growth

5%

1 year growth

5%

2 year growth

5%
The Software Report
May 22nd, 2026
Parallel hits $2B valuation with $100M raise as AI agents become primary web users

Parallel has raised $100 million in a Series B round led by Sequoia Capital, doubling its valuation to $2 billion in five months. Kleiner Perkins, Index Ventures and Khosla Ventures participated, bringing total funding to $230 million. The company provides web search and research APIs designed for AI agents, supporting over 100,000 developers. Its infrastructure powers Harvey's legal reasoning across 60 jurisdictions and has helped major US insurers halve claims processing times. Clients including Opendoor and Notion use the platform to automate research and knowledge work. The funding will accelerate index growth and expand enterprise infrastructure as autonomous systems increasingly drive online traffic. Parallel is positioning itself as a mediator between AI systems and content creators, focusing on data ownership as agents become the web's primary users.

Tech.eu
Mar 19th, 2026
Parallel raises $20M to automate hospital admin with AI agents

Parallel, a Paris-based startup developing AI agents for hospital administration, has raised $20 million in a Series A round led by Index Ventures. Frst, Y Combinator, Hexa and several angel investors also participated. The funding follows a $3.5 million seed round raised less than a year ago. The company's AI agents operate directly within existing hospital software, functioning as a layer that learns to use systems similarly to humans without requiring deep integrations. This enables deployment within weeks rather than months. Parallel initially focuses on medical coding, which translates clinical data into standardised codes for reimbursement. The company plans to expand into additional administrative functions including billing and admissions. The funding will support international expansion, product development and team growth.

CF News
Mar 19th, 2026
Parallel adds a British VC to its side.

Parallel adds a British VC to its side. TECH | Parallel adds a British VC to its side. Published on March 19, 2026 at 06:00, updated on March 19, 2026 at 10:01 | 425 words Expansion abroad is now part of the goals of the creator of AI agents automating the administrative tasks of hospitals through a round of... Multi-million euro revenue startup less than a year after launching its AI agent facilitating the administrative tasks of hospitals, Parallel closes a Series A of about 17.3 (...) To access this article, the entire site as well as our databases, discover our subscription plans. BioTech, FinTech, MedTech... Follow all deals and movements in TECH on social networks. INDEX V... FRST CA... Y COMBI... Every Monday and Wednesday

Tech.eu
Apr 3rd, 2025
Y-Combinator backed French startup Parallel raises $3.5M for AI healthcare agent

Parallel is designing agents that can work within real-world hospital environments by adapting to fragmented software stacks and scaling across departments.