Machine Learning Operations EngineerFlexibel; Lissabon, Portugal; Palma, Spanien; Porto, PortugalRemoteFlexibel...und 3 weitere Standorte
vor 3 Wochen
ABOUT THE JOB
As a Machine Learning Operations Engineer your expertise will be pivotal in designing and implementing scalable infrastructure for deploying, monitoring, and managing machine learning models in production. Collaborate closely with data engineers and data scientists, contributing to the seamless streamlining of the deployment process. Your role extends to implementing automated testing and continuous integration/delivery pipelines, ensuring the efficiency and reliability of machine learning models throughout their lifecycle. Uphold the highest standards of security and compliance in all aspects of machine learning systems. As a trouble shooter extraordinaire, you will identify and resolve issues related to model deployment and performance, ensuring a robust and stable production environment. Collaboration with cross-functional teams is inherent in your role, aligning ML Ops processes with overall business goals for maximum impact.ABOUT YOU
Proficiency in scripting languages like Python or Bash. Experience with containerization tools such as Docker and orchestration tools like Kubernetes. Knowledge of DevOps practices and continuous integration/continuous delivery (CI/CD) pipelines. Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and their machine learning services. Strong understanding of model monitoring, logging, and troubleshooting in a production environment. Collaboration skills to work with data scientists, engineers, and other stakeholders. Excellent communication skills and the ability to document processes. Experience with model versioning and model registry tools. Knowledge of MLOps tools such as MLflow or Kubeflow. Understanding of security practices in machine learning deployment. Previous experience with managing and deploying models in edge computing environments. Certifications in cloud platforms and/or DevOps practices. ABOUT OUR OFFER
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If you have any questions, please contact the Recruiter for this role via the contact information included in the advert.
Please Note: These vacancies will be managed by an International Recruitment Team and therefore your application may be viewed by TUI colleagues outside your home country.
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