Founding Agent/LLM Engineer

RemoteStar Portugal
Remote
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AI Summary

Design and architect next-generation AI systems for industrial decision-making. Develop complex AI systems in production, focusing on agent architectures, LangGraph reasoning, and scalable multi-agent systems. Collaborate with a team to build reliable and explainable AI systems.

Key Highlights
Designing advanced LangGraph reasoning workflows
Building robust RAG systems (Postgres + pgvector)
Implementing hallucination detection & output validation
Key Responsibilities
Designing advanced LangGraph reasoning workflows
Building robust RAG systems (Postgres + pgvector)
Implementing hallucination detection & output validation
Architecting scalable multi-agent systems
Building MCP server infrastructure
Designing for 1000+ concurrent conversations
Technical Skills Required
Python LangChain LangGraph Vector databases embeddings FastAPI Distributed systems thinking
Benefits & Perks
Remote work
Hybrid setup

Job Description


Job Title: AI/ML Engineer

Location & Setup Hybrid: Porto, Portugal


At RemoteStar, we’re hiring for one of our clients who are building AI systems that support real-world industrial decisions not chatbots, not demos.

These are systems where reasoning quality has direct financial impact.

We’re looking for a Founding Agent / LLM Engineer to architect and scale next-generation agent infrastructure from the ground up.


You might be a great fit if you:


  • Have built complex AI systems in production
  • Designed agent architectures before they were mainstream
  • Have a track record in competitive programming / ML / math
  • Have shipped systems at scale
  • Built open-source tools others actively use


What You’ll Own


  • Designing advanced LangGraph reasoning workflows
  • Building robust RAG systems (Postgres + pgvector)
  • Implementing hallucination detection & output validation
  • Architecting scalable multi-agent systems
  • Building MCP server infrastructure
  • Designing for 1000+ concurrent conversations
  • You are accountable for system reliability.


Technical Baseline


  • Advanced Python (strong async mindset)
  • LangChain / LangGraph
  • Vector databases + embeddings
  • FastAPI
  • Strong distributed systems thinking


You’ll be working on systems where:


  • Hallucinations cost money
  • Reasoning must be explainable
  • Performance must scale reliably

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