Agentic AI Solutions Architect - Remote Work | REF#304229

BairesDev; Brasil; Remote; BRL 712,000 - 986,000; Full time

Benefits offered by this job

Remote work

Competitive USD compensation

Flexible hours

Career growth opportunities

Job summary

BairesDev is hiring an Agentic AI Solutions Architect to shape the architectural foundation of a growing multi-agent AI platform. You will decide when to use an agent, a classical model, or a deterministic pipeline, and design scalable orchestration, cost governance, and model routing across teams.

Ideal candidates have deep production experience with multi-agent systems, strong Python and LangGraph skills, and advanced English proficiency.

Qualifications

• 8+ years of experience in software architecture.
• Proven experience designing production multi-agent orchestration systems.
• Strong expertise in LangGraph and Python.
• Experience with AWS Bedrock architecture, Knowledge Base, and model routing.
• 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 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

AWS Bedrock

Kubernetes

EKS

Cost governance

Agent orchestration

English proficiency

Tools

Terraform

OpenTelemetry

Knowledge Base

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.

Agentic AI Solutions Architect at BairesDev

In this role, you'll shape the architectural foundation of a growing multi-agent AI platform, guiding how it evolves as it scales across multiple teams. Having designed and operated multi-agent systems in production, you'll bring judgment shaped by real systems that have already broken, not theoretical best practices. This is your opportunity to make the fundamental architectural calls, deciding when an agent, a classical model, or a simple deterministic pipeline is the right fit for each use case.

What You'll Do

• 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.

What We Are Looking For

• 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.

Nice To Have

• Experience with LangFuse.
• Familiarity with Bifrost or LiteLLM.
• Experience with Strands.
• Familiarity with Terraform.
• Experience with OpenTelemetry.
• Background in spec-driven development (SDD) practices.
• Intermodal or logistics domain experience.

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!