Machine Learning Operations Leader

1 semana atrás


Porto, Porto, Portugal Buscojobs Portugal Tempo inteiro

Estimated Salary: €90,000 - €110,000 per annum.

About LUZA Group

LUZA Group is a leading technology company based in Porto, Portugal. We are dedicated to delivering innovative solutions that drive business growth and success.

Job Description

We are seeking an experienced Senior Machine Learning Operations Engineer to join our team. As a Senior MLOps Engineer, you will play a critical role in managing, monitoring, and optimizing machine learning workflows in production environments.

Your primary responsibilities will include:

  • Managing end-to-end machine learning workflows in production environments to ensure automation, scalability, and seamless integration of code and models into production systems.
  • Automating and scaling machine learning pipelines to ensure they are reliable, efficient, and performant.
  • Working closely with data scientists and engineers to integrate machine learning models into production systems.
  • Ensuring the continuous integration and deployment (CI/CD) of machine learning code and models across various environments.
  • Troubleshooting and resolving issues related to model deployment, performance, and scalability.
  • Monitoring model performance and ensuring that models are running efficiently in production, implementing improvements as needed.
Requirements and Qualifications

To be successful in this role, you will need:

  • Extensive experience in MLOps or DevOps with a focus on machine learning workflows.
  • Proficiency with tools such as Azure ML, Docker, Kubernetes, and CI/CD pipelines tailored for machine learning.
  • Strong experience in Python and machine learning libraries like scikit-learn, TensorFlow, KubeFlow, etc.
  • Solid understanding of cloud platforms, particularly Azure.
  • Experience in deploying and maintaining machine learning models in production environments at scale.
  • Languages: Portuguese and English, both fluent.
Benefits

We offer a competitive salary package, including:

  • Annual salary: €90,000 - €110,000.
  • Opportunities for professional growth and development.
  • A dynamic and collaborative work environment.
  • A generous benefits package, including health insurance and retirement plans.


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