Staff ML Engineer — Remote Europe (ML Systems Lead)

Cloudbeds; Dublin; On-site; EUR 120,000 - 155,000; Full time

Job summary

Cloudbeds is seeking a Staff Machine Learning Engineer to architect and deliver production‑grade ML systems for revenue management and pricing strategies. You will own end‑to‑end ML development, from data pipelines to validated models, collaborating with product and engineering to scale impact.

Ideal candidates have 5+ years in ML, strong MLOps, and a track record deploying models to production with rigorous testing and monitoring.

Qualifications

• 5+ years in ML/ML engineering with production deployments.
• Experience designing ML testing strategies (data validation, model correctness).
• Strong understanding of ML principles and performance considerations.

Responsibilities

• Lead end‑to‑end ML lifecycle from data pipelines to production models.
• Collaborate with product/engineering to propose revenue‑driving ML features.
• Establish robust ML practices, monitoring, and testing across models and deployments.

Skills

Architectural Expertise

MLOps

Python & Back‑end

Technical Strategy

Leadership

Domain Knowledge

Tools

Sagemaker

Job description

Cloudbeds is seeking a Staff Machine Learning Engineer to architect and deliver production‑grade ML systems for revenue management and pricing strategies. You will own end‑to‑end ML development, from data pipelines to validated models, collaborating with product and engineering to scale impact.

Ideal candidates have 5+ years in ML, strong MLOps, and a track record deploying models to production with rigorous testing and monitoring.