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Agentic Core · Full-time

AI Engineer, Agentic Core

Remote · Argentina / LATAMSemi-Senior / Senior3+ years
  • Python
  • LangGraph
  • LangSmith
  • TypeScript
  • Postgres
  • AWS

Many heads, one body. That is our architecture, and it is your job.

Agentic Core owns everything LLM-related at Medra: conversational agents, deep agents for clients and internal teams, and the shared intelligence layer underneath them. It is the difference between an agent that solves a customer's problem and one that gets in the way.

What you will do

  • Build multi-agent orchestration — supervisor patterns, expert sub-agents, routing and state.
  • Make agents reliable at hundreds of thousands of conversations across 19 countries.
  • Push on evaluation: knowing whether an agent got better is central to how we ship.
  • Design the seams between the framework and client work, so shared patterns graduate into Core.
  • Shape model and provider strategy. We use several and we swap them.

What makes this hard

  • Agents act, not just answer. The system has to know when to act, when to ask, and when to stop.
  • A non-deterministic stack. Traces, evals, guardrails and fallbacks — small changes create surprising behaviour.
  • Reusable, not one-off. Client learnings have to become shared capabilities, not a pile of hacks.
  • Scale exposes weak architecture. Brittle state or slow tools get expensive fast at this volume.

What we are looking for

  • 3+ years shipping production software, with serious LLM work in the recent part of it.
  • Strong Python or TypeScript.
  • You have built agentic systems — tool-calling, multi-step workflows, autonomous decisions. Not a RAG demo.
  • You have operated a non-deterministic system in production and have opinions on debugging one.
  • Spanish fluency. You will write prompts and evaluations in Spanish.
  • Comfortable in ambiguity. No specs, just problems.

Nice to have

  • Evaluation frameworks — LangSmith or anything else.
  • Voice agents, telephony, latency work.
  • WhatsApp Business API or messaging platforms at scale.
  • Multi-tenant thinking: something other engineers configure rather than fork.

The process

  1. 0130 minutes with our CTO
  2. 02Technical interview
  3. 03Offer

Apply

AI Engineer, Agentic Core

Five fields and one question. No cover letter.

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