Mid/Senior AI Engineer, Networking

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CodiLime

WebsiteLinkedInAll Job Openings

201 - 500 employees

Founded 2011

🤝 B2B

📡 Telecommunications

🔧 Hardware

B2B • Telecommunications • Hardware

CodiLime is a software and network engineering services company that partners with networking hardware vendors, software providers, and telecommunications firms to create proofs-of-concept, develop new products, and support production environments. Founded in 2011 and grown to 300+ employees, the company specializes in network automation, low-level systems programming, observability, DevOps, and cybersecurity, serving clients worldwide (US, Japan, Israel, Europe). CodiLime primarily operates as a B2B service provider to tech startups and large industry players.

📋 Description

• Developing MCP-like tools that expose network device APIs and CLI commands with clear descriptions, structured inputs/outputs, validation logic, and error handling • Managing tool metadata and supporting semantic search over available tools using a vector database • Creating golden user queries, expected answers, and query variations for specific tools, intents, and network-operation scenarios • Building automated tests to verify correct tool selection, tool parameterization, output structure, and end-to-end agent responses • Designing evaluation workflows combining deterministic checks, human review, and LLM-as-a-judge techniques • Refining prompts, tool descriptions, schemas, and agent workflows while monitoring regressions when new tools or changes are introduced • Developing production-quality Python code and tests

🎯 Requirements

• Hands-on experience with LLM-driven workflows, agentic frameworks such as LangChain and LangGraph, and tool-calling patterns • Experience designing structured tools with clear descriptions, input/output schemas, validation logic, and integration with external APIs or command-based systems • Experience with semantic search, vector databases, RAG patterns, prompt engineering, and structured LLM outputs • Experience creating golden queries, automated tests, regression checks, and chatbot/agent response evaluations, including LLM-as-a-judge approaches • Proven experience developing production-quality Python code, including automated tests and maintainable integration logic • CCNA certificate or equivalent knowledge. Understanding of networking platforms, device commands, and troubleshooting • English (B2 level at minimum, but preferably C1 or C2)

🏖️ Benefits

• Flexible working hours and approach to work: fully remotely, in the office or hybrid • Professional growth supported by internal training sessions and a training budget • Solid onboarding with a hands-on approach to give you an easy start • A great atmosphere among professionals who are passionate about their work • The ability to change the project you work on