Senior AI Architect: AgentCore & AWS-Powered Agents

Machine Learning Technologies, LLC; Tampa (FL); On-site; USD 150,000 - 210,000; Full time

Job summary

Machine Learning Technologies, LLC seeks a hands-on Senior Agentic AI Architect to design, build, and deploy enterprise-grade AI agents on AWS AgentCore and Bedrock. You will own end-to-end lifecycle from solution design to deployment, delivering rapid results aligned with business priorities.

You will integrate enterprise knowledge sources, orchestrate multi-agent workflows with LangGraph, ensure security and scalability, and mentor teams while pushing forward practical, production-ready

Qualifications

• Experience designing agentic AI with production-grade reliability and performance.

Responsibilities

• Design and build enterprise-grade AI agents capable of reasoning, planning, tool execution, and workflow management.
• Deploy secure, scalable agent systems on AWS with observability.
• Own end-to-end lifecycle from solution design to deployment and ongoing optimization.
• Integrate enterprise knowledge sources and applications to support automated decision making.

Skills

Agentic AI Dev

Context Engineering

Harness Engineering

Multi-Agent Orchestration

Tools

AWS AgentCore

AWS Bedrock

LangGraph

PostgreSQL

pavector

Aurora PostgreSQL

ECR

Kubernetes

Job description

Machine Learning Technologies, LLC seeks a hands-on Senior Agentic AI Architect to design, build, and deploy enterprise-grade AI agents on AWS AgentCore and Bedrock. You will own end-to-end lifecycle from solution design to deployment, delivering rapid results aligned with business priorities.

You will integrate enterprise knowledge sources, orchestrate multi-agent workflows with LangGraph, ensure security and scalability, and mentor teams while pushing forward practical, production-ready