Senior ML Engineer - GenAI Full-Stack (Hybrid, Galway)

Cpl; Galway; Hybrid; EUR 88,000 - 115,000; Full time

Job summary

Cpl in Galway is seeking a Senior Machine Learning Engineer to join a 12-month contract on a hybrid basis. You will integrate ML and GenAI capabilities into scalable, production-grade applications, building end-to-end systems across front-ends, back-ends, APIs and ML-powered services.

The role targets an engineer with 10+ years of software experience and 4–6 years in ML/GenAI in production, with strong Python, AWS, React/Next.js, Node.js, and experience with RAG pipelines, vector databases and

Qualifications

• Education: Bachelor’s or Master’s in Computer Science, Engineering, or a related field.
• Core Experience: 10+ years of professional software engineering (full-stack, distributed systems, APIs, cloud).
• ML/GenAI Focus: 4–6 years of experience working with machine learning or GenAI systems in production.
• AI Frameworks: RAG pipelines, embeddings, vector search, and agentic frameworks (e.g., LangChain, CrewAI, LangGraph, AutoGen).
• Vector Databases: Proficiency with FAISS, Pinecone, Weaviate, or Milvus.
• Cloud Architecture: Strong expertise in cloud-native engineering, specifically AWS (S3, Lambda, ECS/EKS, SageMaker, API Gateway).
• Development Stack: Advanced Python paired with modern front-end frameworks (React/Next.js, Angular) and back-end systems (Node.js, Java, C#, or Go).
• DevOps & Rigour: CI/CD pipelines, Docker, Kubernetes, GitHub Actions, and Infrastructure as Code (IaC).
• Ethical AI: Strong understanding of Responsible AI, data privacy, and ethical considerations.
• Bonus: Experience with model monitoring, evaluation frameworks, and automated alerting.

Responsibilities

• Build end-to-end ML-powered production systems.
• Transform prototypes and RAG pipelines into robust enterprise services.
• Collaborate with ML researchers, data scientists, and platform teams.
• Design scalable, secure cloud architectures and APIs.

Skills

End-to-End Engineering

Productising ML

System Design

Observability Engineering

Collaboration

Education

Bachelor’s or Master’s in Computer Science, Engineering, or related field

Tools

Prometheus

Grafana

OpenTelemetry

Docker

Kubernetes

GitHub Actions

IaC

Job description

Cpl in Galway is seeking a Senior Machine Learning Engineer to join a 12-month contract on a hybrid basis. You will integrate ML and GenAI capabilities into scalable, production-grade applications, building end-to-end systems across front-ends, back-ends, APIs and ML-powered services.

The role targets an engineer with 10+ years of software experience and 4–6 years in ML/GenAI in production, with strong Python, AWS, React/Next.js, Node.js, and experience with RAG pipelines, vector databases and