Senior AI Engineer

Posted 4 Days Ago
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Prague, CZE
In-Office
Senior level
Information Technology • Internet of Things
The Role
Build and ship production AI features for network assurance use cases including change assurance, troubleshooting, compliance, and vulnerability detection. Own implementation, testing, deployment, and delivery of assigned features while contributing to shared AI infrastructure. Work with MCP and agentic frameworks, evaluate trade-offs, participate in technical reviews, and share AI engineering practices across the team.
Summary Generated by Built In
About IP Fabric 

Join a pioneering force in network automation!

At IP Fabric, we enable people to uncover the truth about their networks. Built by network professionals and industry experts, our innovative solutions are transforming how enterprises manage their networks. As a post-Series B company, we're expanding rapidly across Europe, the U.S., and beyond. 

About The Role

We are looking for a Senior AI Engineer to build AI-native features in IP Fabric. This is a hands-on product engineering role: you will take AI features from a defined scope through to production, working on top of a uniquely rich data set — a verified digital twin of enterprise networks.

You will be building systems that run in production and create real operational value for our customers. You will work within the AI architecture and roadmap direction set by our Staff AI Engineer and product team, and you will own the delivery of what you build.

What You’ll Do 
  • Build and ship AI features supporting IP Fabric's network assurance use cases, including change assurance, troubleshooting, compliance, and vulnerability detection
  • Own the engineering delivery of assigned AI features, from implementation through testing to production deployment
  • Work with MCP and agentic frameworks to build reliable, production-grade AI capabilities
  • Contribute to shared AI infrastructure, patterns, and tooling used across the AI team
  • Participate in design discussions and technical reviews; raise trade-offs and risks early
  • Bring forward feature ideas and technical proposals for product and the Staff AI Engineer to evaluate
  • Use code assist tools (Claude Code, ChatGPT, Cursor) effectively in your daily work and share what works with your team
  • Contribute to the AI Guild and share learnings within engineering
What This Role Does Not Own
  • AI strategy and roadmap direction - owned by the Staff AI Engineer in partnership with product and engineering leadership
  • Overall AI architecture decisions - you contribute to and influence these, and you work within them
  • Research or experimentation without a path to production
  • Company-wide code assist adoption programmes
  • Owning the GTM relationship for AI features - you support it with technical input
  • People management
What You'll Need
  • 3-5 years of experience as a software engineer
  • Has built and shipped features end-to-end to production, not only prototypes or proofs of concept
  • Strong software engineering fundamentals: you write clean, tested, production-ready code
  • Practical experience with MCP or similar AI integration patterns
  • Able to reason about trade-offs within a given design: latency, cost, reliability or availability
  • Clear communicator, comfortable explaining your technical choices to engineers and to product
  • Genuine, daily user of AI code assist tooling in your own development work
Bonus points if you have 
  • Experience in network-centric, data-heavy, or infrastructure products
  • Recent hands-on AI engineering experience, especially building and shipping LLM-based or agentic features to production
  • Familiarity with network concepts (routing, topology, compliance frameworks)
  • Exposure to MLOps or production AI operations: monitoring, cost control, regression testing
  • Interest in growing toward Staff-level scope over time
Growth path

This is a Level 3 role in the IP Fabric growth framework. The natural progression is toward Level 4 (Staff), where scope expands from department-level delivery to cross-functional ownership of AI direction. We expect strong performers in this role to move in that direction, and we will be explicit about what that requires.

Benefits & Perks
  • 25 days of holidays + 5 flexi-days.
  • Pluxee Flexi Card (up to 16 000 CZK per year).
  • Anniversary rewards.
  • Collaboration with diverse, international teams.  
  • A pet-friendly office at IP Pavlova.   
  • Complementary and yummy snacks, coffee, brew and refreshments.  
  • Regular team and company events.

Join us to experience the unique culture of a founder-led startup, where from top to bottom everyone is hands-on and has a chance to make a tangible impact on influential enterprises worldwide. Being part of IP Fabric means being part of a flexible environment that prioritizes work-life balance and growth opportunities.

Skills Required

  • 3-5 years of experience as a software engineer
  • Experience building and shipping features end-to-end to production
  • Strong software engineering fundamentals, including clean, tested, production-ready code
  • Practical experience with MCP or similar AI integration patterns
  • Ability to reason about latency, cost, reliability, and availability trade-offs
  • Clear communication and ability to explain technical choices to engineering and product teams
  • Genuine daily use of AI code-assist tooling
  • Experience with network-centric, data-heavy, or infrastructure products
  • Hands-on experience building and shipping LLM-based or agentic features to production
  • Familiarity with routing, topology, or compliance frameworks
  • Exposure to MLOps or production AI operations
  • Interest in progressing toward Staff-level scope
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The Company
HQ: Praha
106 Employees
Year Founded: 2015

What We Do

IP Fabric’s Automated Network Assurance Platform helps companies empower their network engineers to discover, verify, and document large scale enterprise networks within minutes. IP Fabric automates network infrastructure data collection and provides predefined verifications that highlight inconsistencies, misconfigurations and issues within enterprise networks. With experience and strength across Financial Services, Manufacturing, Logistics, Public Sector and more, we are ready to support businesses in addressing their key network management challenges with a new, analytically driven way of managing your network infrastructure. Using a unique network model and algorithms, the system reconstructs network state and simulates actual packet flows to detect critical violations, business-impacting inefficiencies, and verifies policy compliance. Based on graph theory of mathematics, native visualization of all network topologies and protocols provides unparalleled visibility, answering the question about how the network is running. Beautiful documentation and report outputs can be used directly as part of an existing process or managerial reporting requirements

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