Artificial Intelligence Engineer
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Key skills for this role
About the Role
Halian seeks an AI Engineer for a 12-month contract supporting an AI Centre of Excellence. The role involves building agentic AI systems, LLM pipelines, and integrating Azure AI services for banking use cases.
Key Skills for This Role
Responsibilities
- Build and orchestrate advanced agentic AI systems for Intelligent Document Processing and banking use cases
- Design LangGraph based agent workflows and develop LLM powered extraction pipelines
- Integrate MCP tools and Azure AI services into a dual orchestration stack
- Implement human in the loop mechanisms and AI safety guardrails
- Develop and maintain rigorous model evaluation frameworks
Requirements
- Strong Python expertise
- Experience with agentic AI frameworks (e.g., LangGraph)
- Experience with LLM pipelines and prompt engineering
- Experience with Azure AI services
- Interest in banking domain processes
Full Job Posting
Job Description
- This is a 12 month extendable contract supporting an AI Centre of Excellence, including agentic AI systems, LangGraph workflows, LLM pipelines, HITL mechanisms, AI safety guardrails, Azure AI services, and banking use cases.
AI Engineer Responsibilities
- Build and orchestrate advanced agentic AI systems, initially for Intelligent Document Processing (IDP) in cheque clearing and scaling across banking use cases.
- Design LangGraph based agent workflows, develop LLM powered extraction pipelines with strong schema validation and prompt governance.
- Integrate MCP tools and Azure AI services into a dual orchestration stack.
- Implement human in the loop mechanisms, AI safety guardrails, and rigorous model evaluation frameworks.
Specific Requirements
- Build agentic AI systems; LLM pipelines and prompts; HITL and guardrails.
Senior AI Engineer Responsibilities
- Deliver complete AI use cases from design through production.
- Own architecture of complex multi agent LangGraph systems, define evaluation frameworks, calibrate model confidence and HITL thresholds.
- Emphasize LLM evaluation including F1, precision, recall, calibration, regression testing, and production reliability through CI/CD.
- Mentor junior engineers, lead code reviews, drive adoption of new AI capabilities, and proactively identify and mitigate failure modes.
Senior AI Engineer Specific Requirements
- Own AI architecture delivery; LLM evaluation and calibration; mentor engineers and prevent failures.
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