Senior Applied AI Engineer – Generative & Agentic AI

CPL · Recruitment agency
Full-timeAIDublin, Ireland · Remote within Ireland · Hybrid
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At a glance

Employment type
Full-time
Workplace
Hybrid
Category
AI

Technologies & skills

Primary technologies

Secondary technologies

Cloud & infrastructure

Other technical skills

What you'll be doing

Join a global AI Innovation and R&D team as a Senior Applied AI Engineer, designing, building, and operating production-ready Generative and Agentic AI systems. This hands-on role focuses on reliability, scalability, and production readiness, collaborating with cross-functional teams to deliver advanced AI solutions.

  • Design, build, and own 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

Key requirements

Must-have

  • 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
  • Hands-on experience with agentic frameworks such as LangChain, LlamaIndex, LangGraph, CrewAI, or similar
  • Strong understanding of retrieval systems and vector databases
  • Familiarity with agent design patterns including planning, tool use, ReAct, and multi-agent systems
  • Experience deploying and operating production systems on cloud platforms such as AWS, Azure, or GCP
  • Comfortable working with Docker, CI/CD pipelines, and production environments

Experience: 6+ years

Role signals

Technical focus
AI systems, agentic workflows, production engineering
Architecture / system design
Indicated in the listing
Hands-on vs management
Hands-on

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Full job description

Senior Applied AI Engineer – Generative & Agentic AI

  • €100-112K + Bonus + Bens
  • An exciting opportunity for a Senior Applied AI Engineer to join a global AI Innovation and R&D team focused on building production-ready Generative and Agentic AI systems.
  • This is a hands-on engineering role suited to someone who enjoys delivering real-world AI products and working at the intersection of software engineering, agentic workflows, and applied GenAI.

The Role

You will design, build, and operate advanced AI systems end-to-end, with a strong focus on reliability, scalability, and production readiness.

  • Design, build, and own 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

Experience & Skills

  • 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
  • Hands-on experience with agentic frameworks such as LangChain, LlamaIndex, LangGraph, CrewAI, or similar
  • Strong understanding of retrieval systems and vector databases
  • Familiarity with agent design patterns including planning, tool use, ReAct, and multi-agent systems
  • Experience deploying and operating production systems on cloud platforms such as AWS, Azure, or GCP
  • Comfortable working with Docker, CI/CD pipelines, and production environments
  • Strong delivery mindset with a focus on building high-quality, reliable AI systems
  • Must have Irish/EU Citizenship and be based within a commutable distance to Dublin
    #LI-JM2

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Apply NowApply before: 6 Sep 2026