Machine Learning Engineer | Senior

Added
1 month ago
Type
Full time
Salary
Salary not provided

Related skills

python pytorch machine learning mlops model deployment

πŸ“‹ Description

  • Industrialize the core machine learning model of a Voice of the Customer platform, moving models
  • Transform notebook-based machine learning solutions into scalable, parametrized, and
  • Structure and maintain the MLOps lifecycle, ensuring robust model versioning, reproducibility
  • Develop and manage training and inference pipelines using Amazon SageMaker, including Jobs
  • Perform statistical validation to ensure score parity and consistency between existing models and
  • Contribute to the evolution of a VoC platform that integrates data from multiple channels to

🎯 Requirements

  • Proven professional experience developing and deploying machine learning solutions using Python in
  • Strong experience with PyTorch and hands-on development of machine learning models.
  • Practical experience with AWS SageMaker, including Jobs, Pipelines, Model Registry, and GPU-based
  • Solid understanding of MLOps practices, including model and experiment versioning, reproducibility
  • Experience with statistical validation and model comparison, with the ability to assess model
  • Strong analytical and problem-solving skills, with a hands-on approach to investigating technical

🎁 Benefits

  • Remote work opportunity within Brazil.
  • Opportunity to work on the industrialization and scaling of production machine learning models.
  • Hands-on exposure to AWS, SageMaker, PyTorch, MLOps, and modern AI engineering practices.
  • Opportunity to contribute to a Voice of the Customer platform that transforms multi-channel data
  • Environment focused on Artificial Intelligence, Generative AI, advanced technologies, and digital
  • Access to AI-driven tools and cutting-edge technologies supporting the development of
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