Remote AI Solutions Architect — Multi-Agent Systems Expert

BairesDev; United States; Remote; MXN 2,798,000 - 3,544,000; Full time

Benefits offered by this job

Remote work (100%)

Competitive compensation in USD

Hardware and software setup for home

Flexible hours

Parental leaves and vacations

Multicultural, global Top 1% talent

Mentorship and growth opportunities

Job summary

BairesDev is seeking an Agentic AI Solutions Architect to help shape the architectural foundation of a growing multi-agent AI platform. You will guide evolution across teams, deciding when to use an agent, a classical model, or a deterministic pipeline based on real production needs.

With 8+ years in software architecture and strong LangGraph/Python expertise, you will design scalable orchestration, ensure cost governance, and steer implementation across Kubernetes/EKS on AWS Bedrock.

Qualifications

• 8+ years of experience in software architecture.
• Strong expertise in LangGraph, with Python as the underlying language.
• Proven experience designing production multi-agent orchestration systems.
• Experience with AWS Bedrock architecture, including Knowledge Base and model routing.
• Background designing agent evaluation harnesses and guardrails.
• Experience with MCP and tool contract design.
• Experience with Kubernetes and EKS deployment topologies for agent workloads.
• Background establishing cost and token governance across an agent fleet.
• Advanced proficiency in English.

Responsibilities

• Own architectural review of the orchestration layer and agent boundary model.
• Guide the path from initial personas and a chat orchestrator to a large-scale multi-agent fleet.
• Design AWS Bedrock architecture, including Knowledge Base and model routing.
• Define agent evaluation harnesses and guardrails.
• Determine the right solution shape for each use case, whether agent, classical model, or deterministic pipeline.
• Establish cost and token governance across the agent fleet.

Skills

LangGraph

Python

Agent orchestration

AWS Bedrock

Guardrails design

Cost governance

Token governance

Kubernetes

EKS

MCP

Tool contracts

English proficiency

Tools

LangFuse

Bifrost

LiteLLM

Terraform

OpenTelemetry

Job description

BairesDev is seeking an Agentic AI Solutions Architect to help shape the architectural foundation of a growing multi-agent AI platform. You will guide evolution across teams, deciding when to use an agent, a classical model, or a deterministic pipeline based on real production needs.

With 8+ years in software architecture and strong LangGraph/Python expertise, you will design scalable orchestration, ensure cost governance, and steer implementation across Kubernetes/EKS on AWS Bedrock.