Production AI Engineer: Churn & RecSys with LLMs (Sydney)

Nuage Technology Group; Sydney; Sur place; AUD 124 000 - 179 000; Plein temps

Résumé du poste

Nuage Technology Group is seeking a data scientist-turned-AI engineer to ship production models that impact tens of millions of users. You will build churn, recommendation and next best action systems, then bring LLM and agentic approaches into live applications, not just proofs of concept.

The role covers design, deployment of AI apps, RAG pipelines, API services and LLM integrations, with a focus on production quality and scalable architecture.

Qualifications

• 8 years in data science and AI with production models shipped.
• Hands-on churn, recommendation and next best action experience.
• LLM and agentic experience including production RAG architecture.
• Advanced Python (FastAPI) and SQL.
• GCP/AWS/Azure with Docker, Git, CI/CD and automated testing.

Responsabilités

• Design, build and deploy production AI apps, RAG pipelines, API services and LLM integrations.
• Deliver churn and recommendation backed by quantitative analysis.
• Keep production healthy with robust CI/CD and resilience.

Connaissances

Data science

Production models

Churn modeling

Recommendation systems

Next best action

LLM experience

Agentic AI

Python

SQL

FastAPI

LangChain

LlamaIndex

Cloud platforms

Docker

Git

CI/CD

Outils

FastAPI

LangChain

LlamaIndex

Docker

Git

CI/CD

GCP

AWS

Azure

Description du poste

Nuage Technology Group is seeking a data scientist-turned-AI engineer to ship production models that impact tens of millions of users. You will build churn, recommendation and next best action systems, then bring LLM and agentic approaches into live applications, not just proofs of concept.

The role covers design, deployment of AI apps, RAG pipelines, API services and LLM integrations, with a focus on production quality and scalable architecture.