Full Stack AI Engineer

ai talent • Australia
Remote Visa Sponsorship
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AI Summary

Design and develop a full-stack AI-native ecosystem, integrating LLMs and production-grade web applications. Ensure scalability, reliability, and user value. Collaborate with Product Managers to define the roadmap and coach non-technical users on AI capabilities.

Key Highlights
Platform Evolution
Backend & API Design
Frontend Excellence
LLM Integration
Cloud Infrastructure
Rapid Prototyping
Collaborative Delivery
Key Responsibilities
Build and evolve a full-stack platform
Design robust backend services and APIs
Develop seamless frontend experiences
Architect and implement advanced workflows with OpenAI and Claude
Manage and deploy services within AWS
Transition quickly from high-fidelity prototypes to stable, production-ready features
Pair closely with Product Managers to define the roadmap and coach non-technical users on AI capabilities
Technical Skills Required
Python FastAPI Modern JS React/Next.js OpenAI Claude LangChain/LlamaIndex PostgreSQL Redis Databricks AWS Docker Git
Benefits & Perks
482 Visa sponsorship available
Remote work

Job Description


As a Full Stack AI Engineer, you will be responsible for the end-to-end evolution of our core platform; 482 Visa sponsorship is available for the right candidate. You aren't just building interfaces; you are architecting an AI-native ecosystem. You will bridge the gap between sophisticated LLM integrations (OpenAI, Claude) and production-grade web applications, ensuring that AI features are not just prototypes, but scalable, reliable tools that drive user value.


📋 Core Responsibilities
  • Platform Evolution: Build and evolve a full-stack platform, ensuring architectural integrity and scalability.
  • Backend & API Design: Design robust backend services and APIs using Python (FastAPI) to handle complex logic and third-party integrations.
  • Frontend Excellence: Develop seamless frontend experiences using modern JS frameworks to make AI interactions intuitive.
  • LLM Integration: Architect and implement advanced workflows with OpenAI and Claude, focusing on RAG pipelines and agentic reasoning.
  • Cloud Infrastructure: Manage and deploy services within AWS, ensuring high availability and cost optimisation.
  • Rapid Prototyping: Transition quickly from high-fidelity prototypes to stable, production-ready features.
  • Collaborative Delivery: Pair closely with Product Managers to define the roadmap and coach non-technical users on AI capabilities.


✅ Selection Criteria
  • End-to-End Proficiency: Extensive experience across the entire stack, equally comfortable with database schema design and frontend state management.
  • Delivery Track Record: A history of shipping real-world products to production in fast-paced environments.
  • Engineering Rigour: Solid understanding of API design patterns, microservices, and distributed systems.
  • AWS Capabilities: Practical experience with AWS (Lambda, ECS, RDS, S3).
  • AI Enthusiasm: A deep interest in the evolving AI landscape, specifically around LLM orchestration and vector databases.


💻 The Ecosystem
  • Languages & Frameworks: Python (FastAPI), Modern JS (React/Next.js).
  • AI & Intelligence: OpenAI, Claude, LangChain/LlamaIndex.
  • Data Tier: PostgreSQL, Redis, Databricks.
  • Infrastructure: AWS (Full Suite), Docker, Git.



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