Principal AI Engineer
- Company
- Elastic
- Location
- Ireland
- Salary
- 8 733–13 808 €/mo
- Posted
- 2026-10-07
Skills: MCP, Python, TypeScript, LangGraph, Claude
- Direct experience building agents with state and memory, and iterating on prompts, skills and tool behaviour safely in production - Comfort working with data scientists, engineers, and product managers as peers, translating between measurement and shipping, and communicating trade-offs clearly - 10+ years of software engineering experience, with the recent years spent shipping and operating AI-driven products on real production traffic, ideally products with public APIs and data models that had to evolve without breaking customers - A pragmatic, low-ego style suited to a distributed, async-first team - A track record of eval-driven product improvement: you have diagnosed agent or LLM behaviour from traces and user feedback, designed the evaluation that exposed the problem, shipped the fix and measured the outcome - Experience building products with public APIs and evolving data models, and the judgement that comes with maintaining external contracts as a product changes - Familiarity with MCP, including exposing public MCP servers and tools - Experience running product experiments end to end: instrumentation, unattended execution, and interpreting results - Strong backend engineering skills in either Python or TypeScript: APIs, stateful workflows, data pipelines and production services - Experience designing telemetry for AI systems, and using it to make engineering and product decisions - Experience with agent frameworks such as LangGraph, CrewAI, Claude Agent SDK, or…
Full text and application on the employer's site.