Resumen del rol

Machine Learning Engineer (GCP)

Requisitos y responsabilidades

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Key Responsibilities:

  • Pipeline Development: Build and automate end-to-end machine learning pipelines from data ingestion to model deployment.
  • Infrastructure Management: Develop and manage infrastructure for scalable machine learning solutions using GCP services such as AI Platform, Cloud Functions, BigQuery, and Kubernetes.
  • CI/CD for ML Models: Implement CI/CD processes for machine learning models, ensuring reliable and scalable deployment practices.
  • Monitoring & Optimization: Monitor and optimize machine learning models in production, ensuring high performance and uptime.
  • Collaboration: Work with cross-functional teams, including data engineers, software developers, and product teams, to ensure the successful deployment and operation of models.

Technical Requirements:

  • Experience with Google Cloud Platform (GCP), including GKE, AI Platform, Dataflow, and BigQuery services.
  • Proficiency in Python and frameworks like TensorFlow, PyTorch, or Scikit-learn.
  • Knowledge of Kubernetes and containerization (Docker).
  • Experience with CI/CD tools such as Jenkins, CircleCI, or GitLab for ML pipelines.
  • Strong knowledge of DevOps principles and tools (Terraform, Ansible).

Preferred Qualifications:

  • Hands-on experience with MLFlow or Kubeflow.
  • Familiarity with data engineering processes, ETL pipelines, and data lakes.
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FocoMachine Learning EngineeringÁrea del rol
Señal de senioritySeniorNivel del candidato
StackCI/CD, Docker, GCPSkills principales
Ubicación1 país aceptadoElegibilidad

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