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 solid 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 strong 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 environment.
- Practical experience designing and implementing Agentic AI architectures, AI agents, and multi-agent orchestration.
- Strong full-stack development experience, including Next.js.
- 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.
- Strong 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.

Desirable :

- Previous experience in banking or financial services.
- Exposure to fraud detection, customer personalisation, or conversational AI.

Desirable Experience

- 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