Senior Full-Stack Agentic AI Engineer – GenAI for Enterprise

Recmatrix Consulting; Sydney; On-site; AUD 166,000 - 221,000; Full time

Job summary

Recmatrix Consulting in Sydney, Australia, seeks an experienced Full Stack Agentic AI Engineer to design, develop, and deploy enterprise-grade Generative AI and agent-based solutions. You will build agent-based architectures, integrate LLMs, and deploy on AWS, with emphasis on secure, scalable production systems in the financial services domain.

The role requires 6+ years in software development, hands-on Python and Next.js, and experience with AWS Bedrock, SageMaker, and orchestration

Qualifications

• 6+ years of software development experience
• 2+ years with Generative AI/LLM-based solutions in production
• Experience designing Agentic AI architectures and multi-agent systems
• Hands-on AWS cloud experience (Bedrock, SageMaker, EKS/ECS)
• Experience with AI orchestration frameworks (LangChain, LangGraph, Semantic Kernel)
• Strong knowledge of LLMs, prompts, RAG, and fine-tuning
• Exposure to model integration (Hugging Face) and production monitoring
• Experience with security, governance, and compliance for AI systems

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 apps with Python and Next.js
• Integrate LLMs and foundation models into enterprise apps
• Deploy AI solutions on AWS cloud infrastructure
• Establish CI/CD, automated testing, monitoring and observability
• Implement AI security guardrails and governance compliance
• Collaborate with architects and engineering teams to deliver AI solutions in banking/financial services

Skills

Python

Generative AI

Agentic AI

Multi-agent orchestration

Cloud computing

Tools

Next.js

AWS Bedrock

AWS SageMaker

Amazon EKS / ECS

LangChain / LangGraph / Semantic Kernel

Hugging Face integration

Job description

Recmatrix Consulting in Sydney, Australia, seeks an experienced Full Stack Agentic AI Engineer to design, develop, and deploy enterprise-grade Generative AI and agent-based solutions. You will build agent-based architectures, integrate LLMs, and deploy on AWS, with emphasis on secure, scalable production systems in the financial services domain.

The role requires 6+ years in software development, hands-on Python and Next.js, and experience with AWS Bedrock, SageMaker, and orchestration