MLOps Engineer

hace 3 semanas


Marbella, Málaga, España RavenPack A tiempo completo
About RavenPack

We are a leading big data analytics provider for financial services, empowering our clients to enhance returns, reduce risk, and increase efficiency by integrating public information into their models and workflows.

Our team is responsible for building and maintaining the entire ML infrastructure, and we are looking for a skilled MLOps Engineer to join us.

The ideal candidate will have experience in implementing and maintaining the infrastructure in the cloud, designing and developing comprehensive test and monitoring strategies, and working with machine learning frameworks such as TensorFlow and PyTorch.

We value continuous learning and encourage our team members to stay up-to-date with the latest technologies and best practices.

Key Responsibilities:

  • Implement and maintain the ML infrastructure in the cloud
  • Design and develop comprehensive test and monitoring strategies
  • Work with machine learning frameworks such as TensorFlow and PyTorch
  • Collaborate with QAs, ML, and DevOps engineers

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 the ML workflows
  • Experience in designing and implementing CI/CD strategies
  • Familiarity with machine learning frameworks and understanding of machine learning concepts
  • Proficiency in Python and knowledge in Scripting languages
  • Database knowledge: SQL and NoSQL

Nice to Have:

  • Experience setting and configuring monitoring and observability alerts
  • Familiarity with QA processes
  • Familiarity with LLMs model evaluation
  • Familiarity with AWS services

What We Offer:

  • Opportunity to work with the latest technologies
  • Ownership of projects working in a collaborative environment
  • Agile environment able to react quickly to changes
  • Continuous learning and training
  • Diversity and international environment

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