Production AI Engineer — Full-Stack & GenAI

PAAR Systems; Melbourne; Hybrid; AUD 150,000 - 210,000; Full time

Benefits offered by this job

Flexible hybrid working arrangements

Job summary

PAAR Systems, engaged through a major Australian bank, is seeking an AI Engineer to drive production AI capability from data foundations to deployed, AI-powered applications. You will work in Melbourne, joining a senior delivery team on a flagship data & AI transformation program.

You will design and ship full‑stack AI solutions, productionise models, and ensure governance, security and explainability in a regulated environment. Hybrid work is available.

Qualifications

• 4+ years of full‑stack software engineering experience.
• Hands‑on ML/AI development from data prep to production.
• Experience with GenAI, LLMs and modern tooling.

Responsibilities

• Design, build and ship full‑stack AI‑powered applications and services.
• Productionise ML/AI models, including GenAI/LLM solutions.
• Own API design, testing, CI/CD, observability, security to production standards.
• Integrate AI with the bank's core data platform (Snowflake) and enterprise systems.
• Partner with product owners, risk and compliance stakeholders on governance.
• Contribute to reusable AI engineering patterns and platform capabilities.
• Mentor engineers on production ML/AI engineering practices.

Skills

Python

Full-stack

Machine learning

GenAI/LLM

API design

CI/CD

Snowflake

Regulated environment

Tools

Snowflake

MLflow

Airflow

Job description

PAAR Systems, engaged through a major Australian bank, is seeking an AI Engineer to drive production AI capability from data foundations to deployed, AI-powered applications. You will work in Melbourne, joining a senior delivery team on a flagship data & AI transformation program.

You will design and ship full‑stack AI solutions, productionise models, and ensure governance, security and explainability in a regulated environment. Hybrid work is available.