Senior AI Engineer: Graph-RAG & Agentic AI (Hybrid)

FinXL Professional Services Pty; Sydney; Hybrid; AUD 150,000 - 210,000; Full time

Job summary

FinXL Professional Services Pty is seeking a Senior AI Engineer to join our consulting team and be deployed with a leading banking client on a 6-12 month contract in Sydney CBD. This role blends hands-on development with high-impact AI solution architecture, delivering enterprise-grade Agentic AI and Graph-RAG systems for regulated workflows.

You will design, build, and deploy scalable AI solutions, with emphasis on deterministic verification, risk governance, and production-grade pipelines.

Qualifications

• Extensive background in software and machine learning engineering with a history of deploying LLM systems to production.
• Strong practical command of Graph-RAG architectures unifying unstructured data retrieval with structural semantics.
• Proven capability in developing autonomous or stateful agent frameworks.

Responsibilities

• Architect resilient, scalable, and secure end-to-end solutions for generative and agentic AI systems.
• Construct and fine-tune enterprise knowledge graphs to facilitate hybrid vector and graph traversal retrieval.
• Build autonomous, multi-step agent frameworks equipped with tool-calling capabilities and deterministic verification.
• Deliver clean, maintainable production-grade code alongside robust continuous integration and automated deployment pipelines.
• Establish comprehensive evaluation suites, guardrails, and mitigations against model hallucination and bias.
• Collaborate closely with risk specialists, data governance teams, and enterprise architects to ensure audit compliance.
• Drive the integration of structured semantic data models with downstream large language model workflows.

Skills

ML engineering

LLM systems

Python

Graph databases

Neo4j

Graph-RAG

Agentic AI

LangGraph

AutoGen

AWS

MLOps

Tools

Neo4j

LangGraph

AutoGen

AWS

CI/CD

Job description

FinXL Professional Services Pty is seeking a Senior AI Engineer to join our consulting team and be deployed with a leading banking client on a 6-12 month contract in Sydney CBD. This role blends hands-on development with high-impact AI solution architecture, delivering enterprise-grade Agentic AI and Graph-RAG systems for regulated workflows.

You will design, build, and deploy scalable AI solutions, with emphasis on deterministic verification, risk governance, and production-grade pipelines.