01 Aug
|
ORCA Search
|
Melbourne
01 Aug
ORCA Search
Melbourne
Principal Consultant - Transformation Project Services & Consulting
Location: Sydney
The Role
You'll join a new Applied AI function tasked with building AI systems that behave reliably and align with business goals. Reporting into the Head of Engineering & Data, you’ll work across engineering and business teams to design, deploy, and govern autonomous AI agents in production.
What You’ll Do
- Build RAG pipelines, semantic search, and enterprise knowledge bases using vector databases and cloud‑native LLM platforms.
- Design and deliver agentic workloads into production.
- Use cloud services and IaC to build, deploy, and manage environments.
- Implement technical guardrails such as input validation, output filtering, and hallucination detection.
- Work with engineering, product, and business teams throughout the agentic AI lifecycle.
- Apply robust prompt engineering, context management, and system tuning.
- Research and implement new techniques in agentic architectures, tool‑use patterns, multi‑agent workflows, and A2A communication.
- Design and build MCP servers and integrations for agent access to external systems and tools.
- Maintain safety documentation, audit trails, and support broader AI governance.
- Train teams on AI capabilities and workflows.
- Build or use frameworks for automated hallucination checks and response validation.
What We’re Looking For
- Degree in Computer Science, Data Science, Engineering, or related field.
- 3–5 years in machine learning, deep learning, or AI development.
- Strong understanding of agentic design patterns: tool use, planning, reasoning, memory, and autonomous orchestration.
- Hands‑on experience with LLMs and frameworks such as AgentCore Runtime, Gateway, Strands, or LangChain.
- Strong communication and collaboration skills.
- Ability to deliver in complex, fast‑paced environments.
- Financial services exposure is a plus.
Seniority level
Mid‑Senior level
Employment type
Contract
Job function
Information Technology; Industries: Financial Services and Information Services
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📌 Generative AI Engineer (Melbourne)
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