Machine Learning Engineer for Innovative AI Solutions

hace 6 días


Colombia Provectus IT, Inc. A tiempo completo

About Provectus IT, Inc.

We are a company that specializes in AI and ML technologies, cloud services, and data engineering. Our team is dedicated to building cutting-edge technology solutions with a positive impact on society.

Job Description

We are looking for an experienced Machine Learning Engineer to join our team. As an ML Engineer, you will be responsible for creating and improving ML models from scratch, collaborating with the engineering team, data scientists, and product managers, and setting up reproducible experimentation environments.

Key Responsibilities:

  • Create and improve ML models from scratch
  • Collaborate with cross-functional teams
  • Set up reproducible experimentation environments
  • Monitor and maintain ML models in production
  • Write clear documentation for ML models and processes
  • Stay updated with the latest developments in ML and AI

Requirements:

  • Strong hands-on experience with LLMs, RAG architecture, and agentic systems
  • AWS Bedrock experience preferred
  • Practical experience with solving classification and regression tasks, feature engineering, and ML models in production
  • Experience with NLP, LLMs, and Recommendation engines
  • Solid software engineering skills
  • Excellent communication and problem-solving skills

Preferred Qualifications:

  • Practical experience with cloud platforms (AWS stack)
  • Practical experience with deep learning models
  • Experience with taxonomies or ontologies
  • Practical experience with machine learning pipelines
  • Practical experience with Spark/Dask and Great Expectations

Estimated Salary: $120,000 - $180,000 per year, depending on experience and location.


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