Agentic AI Engineer for GenAI & Multi-Agent Systems on AWS

Umbrella Club; Sydney; On-site; AUD 170,000 - 230,000; Full time

Job summary

Umbrella Club seeks an experienced Agentic AI Engineer to design, develop, and deploy scalable, production-ready Generative AI and Agentic AI solutions on AWS. The role focuses on building intelligent AI agents, multi-agent systems, AI assistants, and automated workflows using modern LLM technologies.

The candidate will design AI workflows involving orchestration, memory, and tool calls, integrating AI with enterprise systems and APIs.

Qualifications

• Experience designing AI agents and multi-agent systems.
• Production-grade GenAI solutions on AWS required.
• Experience with guardrails, security, and observability for AI.
• Strong REST APIs and microservices background.

Responsibilities

• Design and develop AI agents and multi-agent systems on AWS.
• Operationalize Bedrock-based solutions and AI workflows.
• Collaborate with architects, product teams and stakeholders.
• Build AI assistants, autonomous agents, and tool calling workflows.
• Evaluate models for performance, latency, and cost.

Skills

AWS Bedrock

Bedrock Agents

Anthropic Claude

REST APIs

AI agent development

LLMs orchestration

AWS Lambda & API Gateway

Model routing & evaluation

Tools

Amazon Bedrock

Bedrock Agents

AWS AgentCore

Lambda

API Gateway

S3

DynamoDB

IAM

CloudWatch

CI/CD

GitHub

Infrastructure as Code

Job description

Umbrella Club seeks an experienced Agentic AI Engineer to design, develop, and deploy scalable, production-ready Generative AI and Agentic AI solutions on AWS. The role focuses on building intelligent AI agents, multi-agent systems, AI assistants, and automated workflows using modern LLM technologies.

The candidate will design AI workflows involving orchestration, memory, and tool calls, integrating AI with enterprise systems and APIs.