Principal AI Engineer - Remote Work | REF#302946

BairesDev; Bogotá ciudad; Remote; COP 383,767,000 - 575,650,000; Full time

Benefits offered by this job

Remote work

USD compensation

Home setup

Flexible hours

Parental leave

Holidays

Global team

Mentorship

Job summary

BairesDev is seeking a Principal AI Engineer to set technical direction and own the architecture of an enterprise AI assistant serving thousands of employees. You'll stay hands-on, shaping orchestration, retrieval, and evaluation strategies.

You'll mentor distributed teams and influence future hires, working across business functions. This role offers 100% remote work, USD compensation, flexible hours, and a multicultural, top-tier tech environment.

Qualifications

• 8+ years of experience with Python and enterprise AI platforms.
• Experience owning an agentic or LLM platform end to end in production.
• Deep expertise in LangChain and LangGraph, including multi-agent orchestration.
• Strong LLM evaluation strategy experience, including offline evals and golden datasets.
• Experience with RAG over structured and unstructured sources.
• Experience with React and TypeScript.
• Experience with API gateways and AWS REST/GraphQL.
• Advanced English proficiency.

Responsibilities

• Set technical direction and own architecture for an enterprise-scale AI platform.
• Design multi-agent orchestration and routing across specialized agents.
• Own retrieval strategy across structured and unstructured data sources.
• Build and evolve evaluation harness to validate AI system behavior.
• Mentor distributed engineering teams and guide technical hiring decisions.

Skills

Python

Agentic/LLM platform ownership

LangChain

LangGraph

LLM evaluation

RAG

React

TypeScript

A2A & microservices

AWS REST/GraphQL

CI/CD & Observability

Distributed systems

English proficiency

Tools

LangChain

LangGraph

Bedrock

LiteLLM

REST API

GraphQL

AWS

WebSockets

React

TypeScript

Pinecone

Qdrant

FAISS

pgvector

LangSmith

CI/CD tooling

Observability tooling

Job description

At BairesDev®, we've been leading the way in technology projects for over 15 years. We deliver cutting-edge solutions to giants like Google and the most innovative startups in Silicon Valley.

Our diverse 4,000+ team, composed of the world's Top 1% of tech talent, works remotely on roles that drive significant impact worldwide.

When you apply for this position, you're taking the first step in a process that goes beyond the ordinary. We aim to align your passions and skills with our vacancies, setting you on a path to exceptional career development and success.

Principal AI Engineer at BairesDev

In this role, you'll set technical direction and own the architecture for an enterprise AI assistant serving thousands of employees, where a central orchestrator routes to specialized agents across multiple business functions. Staying hands-on in code most of the time, you'll make the hard calls on orchestration design, retrieval strategy, and evaluation, defending your choices against alternatives rather than defaulting to whatever a framework suggests. This is your opportunity to shape how an enterprise-scale agentic system is built from the ground up, while mentoring distributed teams and carrying technical judgment on future hires.

What You'll Do

• Set technical direction and own architecture for an enterprise-scale agentic AI platform.
• Design multi-agent orchestration, including skill invocation and routing across specialized agents.
• Own retrieval strategy across structured and unstructured data sources.
• Build and evolve the evaluation harness used to validate AI system behavior.
• Mentor distributed engineering teams and guide technical hiring decisions.

What We Are Looking For

• 8+ years of experience in Python.
• Proven experience owning an agentic or LLM platform end to end in production, from architecture through operation.
• Deep expertise in LangChain and LangGraph, including multi-agent orchestration, state, and tool/skill invocation.
• Strong LLM evaluation strategy experience, including LLM-as-judge, offline evals, and golden dataset design.
• Experience with RAG over structured and unstructured sources.
• Experience with React and TypeScript.
• Experience with agent-to-agent communication patterns (A2A) and service-to-service agent integration.
• Experience with model gateway and routing such as Bedrock or LiteLLM.
• Experience with LangSmith tracing and eval harness construction.
• Experience with streaming over WebSockets using LangGraph API or similar.
• Background with CI/CD and observability for AI services, including SLOs and eval regression gates.
• Experience with distributed systems, microservices, and REST/GraphQL on AWS.
• Advanced proficiency in English.

Nice To Have

• Experience with MCP server and tool integration.
• Experience with vector database selection and tuning, including Pinecone, FAISS, Qdrant, or pgvector.
• Familiarity with graph analytics and generated data visualization.

How we do make your work (and your life) easier:

• 100% remote work (from anywhere).
• Excellent compensation in USD or your local currency if preferred
• Hardware and software setup for you to work from home.
• Flexible hours: create your own schedule.
• Paid parental leaves, vacations, and national holidays.
• Innovative and multicultural work environment: collaborate and learn from the global Top 1% of talent.
• Supportive environment with mentorship, promotions, skill development, and diverse growth opportunities.

Join a global team where your unique talents can truly thrive and make a significant impact!