Senior MLOps Engineer (AI Infrastructure & Pipelines)

Quick Facts

Role: Senior MLOps Engineer focused on AI Infrastructure & Pipelines

Work model: Hybrid (Poland)

Description

Design and maintain ML infrastructure that automates the end-to-end machine learning lifecycle—from CI/CD and reproducible experiments to deployment, testing, and monitoring of AI solutions in production.

You’ll build scalable cloud data pipelines, implement observability for model performance, and collaborate with data scientists to improve MLOps tooling and practices.

Responsibilities

• Design and maintain CI/CD pipelines for machine learning models
• Automate deployment, testing, and monitoring of AI solutions in production
• Manage cloud-based infrastructure on AWS, Azure, or GCP and optimize resources for ML workloads
• Collaborate with data scientists to ensure reproducibility and scalability of experiments
• Implement model monitoring and performance tracking (MLflow, Prometheus, Grafana)
• Troubleshoot and resolve production issues promptly to ensure uptime
• Document workflows, processes, and infrastructure configurations
• Apply security, compliance, and data governance best practices within AI pipelines
• Support ongoing improvements of MLOps tools, frameworks, and processes
• Stay abreast of emerging trends in AI infrastructure and MLOps

Requirements

• Minimum 4 years of experience in MLOps, AI Infrastructure, or related engineering
• Strong proficiency in Python and scripting languages such as Bash
• Hands-on experience with CI/CD tools (Jenkins, GitLab CI/CD, or similar)
• Experience with Docker and Kubernetes
• Experience with AWS, Azure, or GCP for ML and data pipelines
• Familiarity with TensorFlow, PyTorch, or Scikit-learn
• Deep understanding of data pipelines, ETL, and workflow orchestration
• Experience with MLflow, Prometheus, or Grafana for monitoring/observability
• Strong problem-solving skills and ability to work in cross-functional teams
• Fluent in Polish and English (written and spoken)
• Existing legal right to work in the European Union

Benefits

• Hybrid work model in Poland