Job title: Full Stack Agentic AI Engineer

Location: Sydney, Australia

Engagement: Contract

Experience: 6+ Years

Role Overview

We are looking for an experienced Full Stack Agentic AI Engineer to design, develop, and deploy enterprise-grade Generative AI and agent-based solutions. The ideal candidate will have strong hands-on experience in Python, Next.js, AWS cloud services, and Agentic AI frameworks, preferably within the banking or financial services industry.

Key Responsibilities
Design, develop, and deploy enterprise-grade Generative AI and Agentic AI solutions.
Build agent-based architectures and multi-agent orchestration workflows.
Develop full-stack applications using Python and Next.js.
Integrate LLMs, foundation models, and AI frameworks into enterprise applications.
Deploy and manage AI solutions on AWS cloud infrastructure.
Implement secure, scalable, and production-ready AI solutions.
Establish CI/CD pipelines, automated testing, monitoring, and observability.
Implement AI security guardrails and adhere to enterprise governance and compliance standards.
Collaborate with architects, business stakeholders, and engineering teams to deliver AI solutions.

Required Skills & Experience
6+ years of overall software development experience, with solid hands-on Python programming skills.




2+ years of hands-on experience developing Generative AI / LLM-based solutions, with proven experience deploying at least one solution into an enterprise production setting.
Practical experience designing and implementing Agentic AI architectures, AI agents, and multi-agent orchestration.
Hands-on experience with AWS cloud services, particularly: AWS Bedrock, AWS SageMaker & Amazon EKS / ECS
Experience with AI orchestration frameworks such as LangChain, LangGraph, or Microsoft Semantic Kernel.
Solid understanding of LLMs, foundation models, prompt engineering, RAG, and fine-tuning techniques.
Exposure to Hugging Face and model integration.
Experience with DevOps, CI/CD pipelines, automated testing, application security, and production monitoring.
Knowledge of AI governance, compliance, responsible AI, and security guardrails.
Previous experience in banking or financial services.
Exposure to fraud detection, customer personalisation, or conversational AI.
Previous experience in banking or financial services.
Exposure to fraud detection, customer personalisation, or conversational AI solutions.
Experience working with enterprise-scale cloud-native architectures.

📌 Full Stack Agentic Ai Engineer Sydney
🏢 Recmatrix Consulting
📍 Sydney