25 Sep
|
Umbrella Club
|
Sydney
25 Sep
Umbrella Club
Sydney
We are seeking an experienced AI & Intelligent Document Processing Engineer to design, develop, and deploy production-grade LLM, Generative AI, and Intelligent Document Processing (IDP) solutions within a highly regulated enterprise environment.
The ideal candidate will combine strong AI/LLM expertise with full-stack software engineering, AWS cloud, and DevSecOps capabilities, with a proven ability to deliver AI solutions that create measurable business and operational outcomes.
Key Responsibilities
Design, build, and deploy production-grade AI and LLM solutions.
Develop RAG architectures, AI agents, agentic workflows, and LLM-powered applications.
Implement prompt engineering, model evaluation, orchestration, and optimisation.
Develop document classification, extraction, validation, verification, redaction, and workflow automation capabilities.
Integrate OCR, document intelligence, and AI technologies into enterprise applications and customer journeys.
Build reusable AI and document intelligence services across business domains.
Develop modern web applications using ReactJS and backend services using Python, Java, Go, or .
NET.
Design scalable APIs, microservices, and event-driven architectures.
Build and operate cloud-native solutions on AWS.
Develop containerised applications using Docker and implement CI/CD pipelines.
Improve system observability, reliability, security, and operational resilience.
Apply DevSecOps and responsible AI practices throughout the software development lifecycle.
Mentor and support engineering teams while contributing to technical architecture and engineering standards.
Mandatory AI & LLM Skills
Hands-on experience with OpenAI, Claude, Gemini, Llama, or equivalent LLMs.
Strong experience with:
Prompt Engineering
Retrieval Augmented Generation (RAG)
AI Agents
Agentic Workflows
AI Evaluation
Experience integrating LLMs into enterprise applications and business workflows.
Understanding of AI security, privacy, explainability, fairness, governance, and Responsible AI.
Experience with:
Document Classification
Data Extraction
OCR Technologies
Document Workflow Automation
Redaction Services
Experience processing structured, semi-structured, and unstructured documents.Proven ability to use intelligent automation to improve customer and operational outcomes.
Software Engineering & Cloud Skills
Strong programming experience in one or more of Python, Java, Go, or .
NET.
Strong API design and integration experience.
Experience with Docker and containerisation.
Robust understanding of CI/CD pipelines and automated testing.
Experience working in highly regulated enterprise environments.
Strong software design and solution architecture capabilities.
Deep understanding of DevSecOps principles.
Experience designing resilient, scalable, and observable systems.
Strong problem-solving and systems-thinking capabilities.
Ability to balance innovation, delivery, risk, security, and resilience.
Experience mentoring engineers and contributing to engineering standards and best practices.
Location: Sydney
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📌 Full Stack Engineer (Sydney)
🏢 Umbrella Club
📍 Sydney