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Principal Machine Learning Engineer - MLOps at Mindera. We are looking for a. Principal Machine Learning Engineer focused on ML Ops and ML Platform development. . This engineer will join a centralised Machine Learning Engineering team, supporting scalable AI systems across Digital and Retail use cases. . The ideal candidates will bring hands-on expertise in . MLOps. , . distributed Machine Learning platform. s, and experience working in . cloud-native environments, especially Azure. . . 8+ years. of relevant experience in Machine Learning, Data Engineering, or MLOps roles. . . Proven track record of building, deploying, and maintaining ML systems in production environments. . . Proficient with ML frameworks: PyTorch, TensorFlow, and Scikit-learn.. . Hands-on experience with MLflow, SageMaker, and Azure ML for model training, tracking, and deployment.. . Skilled in CI/CD pipelines for ML using GitHub Actions, Azure DevOps, and Terraform.. . Expertise in model observability, monitoring and drift detection.. . Experience building and managing ML pipelines using Airflow, Azure Data Factory, and related tools.. . Cloud infrastructure expertise with . Azure. (primary) and . AWS. (secondary). . . Containerization and orchestration using . Docker. and . Kubernetes (AKS). . . . Company Location: Portugal.