Senior Machine Learning Engineer

hace 2 semanas


Colombia Provectus A tiempo completo

At Provectus, we're seeking a skilled Senior Machine Learning Engineer to join our team. As a key member of our engineering team, you'll be responsible for developing and maintaining cutting-edge AI and ML technologies.

Key Responsibilities:

  1. Create and improve ML models from scratch.
  2. Collaborate with data scientists and product managers on production models.
  3. Develop an experimentation roadmap and set up a reproducible experimentation environment.
  4. Monitor and maintain ML models in production to ensure optimal performance.
  5. Write clear documentation for ML models, processes, and pipelines.

Requirements:

  1. Strong hands-on experience with LLMs in production, RAG architecture, and agentic systems.
  2. Practical experience with solving classification and regression tasks in general, feature engineering.
  3. Practical experience with ML models in production.
  4. Practical experience with one or more use cases from the following: NLP, LLMs, and Recommendation engines.
  5. Solid software engineering skills and Python expertise.

Preferred Qualifications:

  1. Practical experience with cloud platforms (AWS stack is preferred).
  2. Practical experience with deep learning models.
  3. Experience with taxonomies or ontologies.


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