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IP Fabrics

Automates network operations and assurance

AI Operations Engineer

AI Application Engineering +1Confirmed live in the last 24 hours
Full-timePrague, CzechiaNo salary listedIn-person

About the Job

Requirements

  • Professional experience building and maintaining production software, with sound design, testing, and debugging skills; Python is the main backend language.
  • Ability to work across the stack, including frontend code for dashboards and internal tools, as well as infrastructure and deployment changes.
  • Experience deploying and operating production services using containers, CI/CD, and observability.
  • Daily hands-on use of AI coding agents such as Claude Code, Cursor, or Codex, and an understanding of their strengths and limitations.
  • Practical experience integrating APIs and handling authentication, rate limits, and failures across system boundaries.
  • Ability to keep up with AI developments and form independent opinions about new models and tools.
  • Clear written and spoken English, including the ability to explain technical choices to people outside engineering.

Responsibilities

  • Own the AI Gateway by following new releases, shipping fixes and features, and maintaining reliability for the company.
  • Deploy and serve open-source models, connect third-party hosted models through the Gateway when they are too large for internal infrastructure, follow model developments, and recommend what to adopt.
  • Aggregate AI spend across tools, build dashboards on the Gateway, and reduce costs through model routing and context compression.
  • Make repositories agent-ready by writing and maintaining skills and agent instruction files (AGENTS.md, CLAUDE.md), improving linters and CI guardrails, and adding capabilities to the software factory.
  • Support engineers in using AI tools effectively and improve the AI developer experience.
  • Work with IT, Finance, and Legal on security and data-governance practices.
  • Contribute to AI features in the IP Fabric product with the AI team.

Desired Qualifications

  • Experience serving large language models using vLLM, Ollama, or TGI, and sizing GPU infrastructure.
  • Experience with large language model gateways or proxies such as LiteLLM or Portkey, and model routing.
  • Experience with usage and cost analytics.
  • Frontend experience, such as React and TypeScript, for internal tools and dashboards.
  • Experience building MCP servers, agent skills, or agent workflows.
  • Awareness of security and data-governance requirements such as SOC 2 and ISO 27001.

About the Company

IP Fabrics

Automates network operations and assurance

IP Fabrics provides a SaaS platform for enterprise network assurance. It automates network operations to prevent outages by offering deep visibility and security for complex networks. The product combines dynamic network discovery, network intent verification, and automated network documentation to help teams understand how their networks function, track changes, and verify that configurations meet required standards. The subscription-based service continuously updates with new features and improvements.Compared to competitors, IP Fabrics emphasizes real-time, end-to-end visibility of large, intricate networks and automatic validation of network intent, along with automatically generated documentation, to support compliance and incident prevention. The company’s goal is to help enterprises avoid outages, improve security, and maintain compliance by delivering an always-on, observable view of the network.

Company size
51-200
Company stage
Series B
Total funding
$30.7M
Headquarters
Prague, Czechia
Founded
2015

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