Machine Learning Infrastructure Specialist

hace 1 semana


Barcelona, Barcelona, España Babel Profiles S.L A tiempo completo

Are you passionate about accelerating growth for mobile app businesses globally?

Babel Profiles S.L, an innovative tech startup, specializes in leveraging cutting-edge technologies to drive success.

Job Description

We are seeking a talented MLOps Engineer to join our mission-driven team in Barcelona, Spain. As an MLOps Engineer, you will be responsible for managing the full model lifecycle in a dynamic production environment.

Key Responsibilities:
  • Provision and manage AWS ML resources and infrastructure
  • Develop MLOps pipelines and CI/CD pipelines on the AWS platform
  • Deploy and manage ML models in production environments
  • Support large-scale ML challenges using distributed training frameworks
  • Use and create Terraform libraries for infrastructure setup
  • Oversee infrastructure from development to production, with security monitoring and administration
Requirements:
  • 3+ years in MLOps, with a Master's or Ph.D. in a relevant field (or equivalent experience)
  • Skilled in designing and implementing MLOps pipelines across the full ML lifecycle on AWS
  • Proficiency in MLOps frameworks (e.g., Kubeflow, MLFlow, SageMaker) and cloud platform architecture
  • Strong Python skills, Linux knowledge, and familiarity with ML libraries (e.g., sci-kit-learn, Keras, PyTorch, TensorFlow)
  • Expertise in DevOps, CI/CD, data security, and AWS CloudFormation or Terraform
  • Understanding of core CS concepts, including data structures and algorithms
  • Ability to monitor new MLOps tools and solutions, and collaborate effectively

A competitive salary of €80,000 - €100,000 per annum is offered, along with relocation package, comprehensive benefits package, opportunities for professional development, flexible work hours, and vacation policy.



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