Senior AI Engineer: Agentic Risk Tech (Hybrid, Dublin)

Brightwater Recruitment; Dublin; Hybrid; EUR 111,000 - 148,000; Part time

Job summary

Brightwater Recruitment in Ireland is seeking a Senior AI Engineer for a 6-month rolling contract in a hybrid setup in Dublin. You will design and operate production-grade agentic AI systems within a regulated Risk Tech environment, taking ownership of system design, reliability and delivery.

The role demands expert Python skills, practical LangGraph experience, and hands-on work building RAG pipelines and tool integrations. Strong communication and enterprise collaboration are essential.

Qualifications

• 7+ years of experience as a software engineer with strong Python skills.
• Practical experience with LangGraph or other agentic workflow frameworks.
• Deep understanding of context management and MCP-style tool protocols.
• Experience with RAG architectures including embeddings, retrieval strategies.
• Strong understanding of workflow orchestration concepts (state, retries, idempotency).
• Strong systems design skills and ability to reason about scalability and failure modes.
• Excellent communication and ability to explain complex concepts clearly.

Responsibilities

• Design, build and operate agentic AI systems using Python.
• Hands-on development of agent workflows using LangGraph or equivalent frameworks.
• Design and implement context management strategies across multi-step agent executions.
• Build and maintain RAG pipelines leveraging structured, semi-structured and unstructured data sources.
• Integrate AI systems with existing internal platforms via RESTful and event-driven APIs.
• Define and implement orchestration patterns for agents, tools and workflows (sync, async, human-in-the-loop).

Skills

Python

Agentic workflows

RAG architectures

Workflow orchestration

Systems design

Communication

Tools

LangGraph

Job description

Brightwater Recruitment in Ireland is seeking a Senior AI Engineer for a 6-month rolling contract in a hybrid setup in Dublin. You will design and operate production-grade agentic AI systems within a regulated Risk Tech environment, taking ownership of system design, reliability and delivery.

The role demands expert Python skills, practical LangGraph experience, and hands-on work building RAG pipelines and tool integrations. Strong communication and enterprise collaboration are essential.