Senior Machine Learning Engineer

hace 3 semanas


Colombia Provectus A tiempo completo

At Provectus, we're seeking a talented Senior Machine Learning Engineer to join our team. As a key member of our AI and cloud services team, you'll be responsible for developing and deploying cutting-edge machine learning models that drive business value.

Key Responsibilities:

  1. Create and improve machine learning models using various algorithms and techniques.
  2. Collaborate with data scientists, engineers, and product managers to design and implement production-ready models.
  3. Develop and maintain experimentation pipelines to ensure reproducibility and efficiency.
  4. Monitor and optimize machine learning models in production to ensure optimal performance.
  5. Stay up-to-date with the latest advancements in machine learning and AI, and propose innovative solutions to drive business growth.

Requirements:

  1. Strong background in machine learning and AI, with experience in developing and deploying production-ready models.
  2. Proficiency in Python, with experience in using popular libraries such as TensorFlow and PyTorch.
  3. Experience with cloud platforms, particularly AWS, and familiarity with services such as SageMaker and Lambda.
  4. Excellent communication and problem-solving skills, with the ability to work effectively in a team environment.

Preferred Qualifications:

  1. Experience with deep learning models and techniques.
  2. Knowledge of taxonomies or ontologies, and experience with machine learning pipelines.
  3. Experience with Spark and Dask, and familiarity with Great Expectations.


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