Senior Generative & Agentic AI Engineer (Production)

Cpl Group; Dublin; On-site; EUR 100,000 - 112,000; Full time

Job summary

Cpl Group in Ireland is seeking a Senior Applied AI Engineer to design, build and operate production-grade generative AI systems. You will work at the intersection of software engineering, agentic workflows, and applied GenAI to deliver real-world AI products.

You will own end-to-end AI solutions, develop stateful agent workflows, implement advanced retrieval and grounding, enable secure tool integrations, and apply MLOps practices to monitor cost, latency, and quality while collaborating with

Qualifications

• 6+ years of experience in software engineering, applied machine learning, or applied AI.
• Strong Python development skills with solid software engineering fundamentals.
• Proven experience building and deploying LLM-powered applications in production.

Responsibilities

• Design, build, and operate production-grade agentic AI systems end-to-end.
• Develop stateful and reliable agent workflows, including planning, tool usage, memory, and human-in-the-loop controls.
• Implement advanced retrieval and grounding techniques such as hybrid search, reranking, and contextual assembly.
• Build secure tool integrations and expose internal and external services for agent consumption.
• Treat AI evaluation as an engineering discipline using regression testing, metrics, and release gates.
• Implement LLMOps and AgentOps practices to monitor cost, latency, quality, and system performance.
• Optimise AI systems for performance, reliability, and cost efficiency across models and providers.
• Build and operate backend services, including Python APIs, workflow orchestration, and event-driven systems.
• Collaborate with data science, backend, and delivery teams to deliver scalable AI solutions.
• Contribute to reusable components, technical documentation, and ongoing AI innovation initiatives.

Skills

Python development

LLM deployment

Agentic frameworks

Retrieval & vector DB

Agent design patterns

Cloud deployment

Docker & CI/CD

Delivery mindset

Tools

LangChain

LlamaIndex

LangGraph

CrewAI

Docker

Job description

Cpl Group in Ireland is seeking a Senior Applied AI Engineer to design, build and operate production-grade generative AI systems. You will work at the intersection of software engineering, agentic workflows, and applied GenAI to deliver real-world AI products.

You will own end-to-end AI solutions, develop stateful agent workflows, implement advanced retrieval and grounding, enable secure tool integrations, and apply MLOps practices to monitor cost, latency, and quality while collaborating with