25 Sep
|
Umbrella Club
|
New South Wales
25 Sep
Umbrella Club
New South Wales
Job Description
n
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 n
n
- Design, build, and deploy production-grade AI and LLM solutions.
n
- Develop RAG architectures, AI agents, agentic workflows, and LLM-powered applications.
n
- Implement prompt engineering, model evaluation, orchestration, and optimisation.
n
- Develop document classification, extraction, validation, verification, redaction, and workflow automation capabilities.
n
- Integrate OCR, document intelligence, and AI technologies into enterprise applications and customer journeys.
n
- Build reusable AI and document intelligence services across business domains.
n
- Develop modern web applications using ReactJS and backend services using Python, Java, Go, or .NET.
n
- Design scalable APIs, microservices, and event-driven architectures.
n
- Build and operate cloud-native solutions on AWS.
n
- Develop containerised applications using Docker and implement CI/CD pipelines.
n
- Improve system observability, reliability, security, and operational resilience.
n
- Apply DevSecOps and responsible AI practices throughout the software development lifecycle.
n
- Mentor and support engineering teams while contributing to technical architecture and engineering standards.
n
Mandatory AI & LLM Skills nn
- Hands-on experience with OpenAI, Claude, Gemini, Llama, or equivalent LLMs.
n
- Strong experience with:
n
- Prompt Engineering
n
- Retrieval Augmented Generation (RAG)
n
- AI Agents
n
- Agentic Workflows
n
- AI Evaluation
n
- Experience integrating LLMs into enterprise applications and business workflows.
n
- Understanding of AI security, privacy, explainability, fairness, governance, and Responsible AI.
n
- Experience with:
n
- Document Classification
n
- Data Extraction
n
- OCR Technologies
n
- Document Workflow Automation
n
- Redaction Services
n
- Experience processing structured, semi-structured, and unstructured documents.
n
- Proven ability to use intelligent automation to improve customer and operational outcomes.
n
Software Engineering & Cloud Skills nn
- Strong programming experience in one or more of Python, Java, Go, or .NET.
n
- Strong API design and integration experience.
n
- Experience with Docker and containerisation.
n
- Strong understanding of CI/CD pipelines and automated testing.
n
- Experience working in highly regulated enterprise environments.
n
- Strong software design and solution architecture capabilities.
n
- Deep understanding of DevSecOps principles.
n
- Experience designing resilient, scalable, and observable systems.
n
- Robust problem-solving and systems-thinking capabilities.
n
- Ability to balance innovation, delivery, risk, security, and resilience.
n
- Experience mentoring engineers and contributing to engineering standards and best practices.
n
n
Location: Sydney
n
#J-18808-Ljbffr
📌 Full Stack Engineer (New South Wales)
🏢 Umbrella Club
📍 New South Wales