Responsibilities
- Design and own the agent systems architecture — retrieval, orchestration, tool integration, and evaluation — as a coherent, production‑grade platform
- Build RAG pipelines that ground agents in real CargoSprint data: indexing strategies, chunking, embedding models, retrieval evaluation, and freshness maintenance
- Design orchestration patterns for multi‑step agentic workflows using LangGraph or equivalent — with explicit attention to failure modes, non‑determinism, and graceful degradation
- Build and maintain the tool and integration layer that connects agents to production systems — Salesforce, HubSpot, Postgres, internal APIs — with the error handling and retry logic that production demands
- Instrument everything: distributed tracing, latency dashboards, retrieval quality metrics, LLM output evaluation pipelines
- Establish reusable agent primitives and internal engineering patterns so the team builds the next agent faster and more reliably than the last one
- Partner with the engineers building individual agents to review architectures,



catch design mistakes early, and raise the overall quality bar
- Travel to CargoSprint's Guadalajara office as needed to work directly with the operational teams whose workflows the agents are being built around
- Use AI coding tools to accelerate your own development and set the standard for how the team works with them

Requirements
- 8+ years of engineering experience, with meaningful time spent building systems that run reliably under real production load
- A track record of technical decisions you made, owned, and lived with — including the ones that turned out to be wrong and what you did about them
- Strong business judgment — you understand that a technically elegant agent nobody uses is a failure. You can read a workflow, identify the real cost, and design for adoption, not just correctness.
- Excellent communication in English — you can explain a retrieval architecture to a product manager and a vect

📌 Staff Engineer, Agent Systems (Centro)
🏢 Jobtailor
📍 Centro