MLOps Engineer

hace 4 semanas


Marbella, Málaga, España Ravenpack A tiempo completo
About RavenPack

RavenPack is a leading provider of big data analytics solutions for the financial industry. With 20 years of experience, we empower our clients to enhance returns, reduce risk, and increase efficiency by integrating public information into their models and workflows.

Job Description

We are seeking a highly skilled MLOps Engineer to join our team responsible for building and maintaining the entire ML infrastructure. The ideal candidate will have a proven track record in MLOps/DevOps or software automation projects and the ability to understand complex software solutions.

Key Responsibilities
  • Implement and maintain the ML infrastructure in the cloud
  • Design and develop comprehensive test and monitoring strategies
  • Collaborate with QAs, ML, and DevOps engineers
  • Provide guidance on good practices and contribute to the development of new initiatives
Requirements
  • Experience in applying software engineering concepts and best practices to the entire machine learning development lifecycle
  • Experience in implementing and optimizing data pipelines for ML workflows
  • Experience in designing and implementing CI/CD strategies
  • Familiarity with machine learning frameworks and understanding of machine learning concepts
Nice to Have
  • Experience setting and configuring monitoring and observability alerts
  • Familiarity with QA processes
  • Familiarity with LLMs model evaluation
About You

We want you to be software passionate, with a strong technical background. You will be facing awesome challenges by covering all the ML development lifecycle stages and using the latest technologies for it.

What's in it for you?

You will work with the latest technologies. You will have ownership of projects working in a collaborative environment where we will value your contribution. You will work in an agile environment able to react quickly to changes with a fairly flat hierarchy. As we encourage continuous learning, we will support your ongoing training. Diversity is in our DNA. You will work in an international environment (over 29 nationalities and 24 languages spoken).


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