Machine Learning Senior Developer

hace 2 meses


Colombia NEORIS A tiempo completo

NEORIS is a Digital accelerator that helps companies enter the future, having 20 years of experience as Digital Partners of some of the largest companies in the world. We have more than 4,000 professionals in 11 countries, with our multicultural startup culture where we cultivate innovation and continuous learning to create high-value solutions for our clients.

We are looking for a Machine Learning Senior Developer.

Skills:

  • 4+ years of experience in Python
  • 2+ years of experience in SQL
  • 3+ years of experience in Web services (preferably Azure)
  • Experience in deploying ML models to production (CI/CD, MLFlow, Docker, Kubernetes)
  • Hands-on experience in developing various statistical and Machine Learning models: training, monitoring, and tuning
  • Experience with Git
  • Desirable: Experience with Gen-AI, LLMs, RAG, vector databases, prompt engineering
  • Desirable: Experience with Big Data systems (Spark, Hadoop)
  • Intermediate English B2

Responsibilities:

  • Design and develop scalable data pipelines and Machine Learning models.
  • Implement and maintain MLOps infrastructure to ensure the efficiency and reproducibility of models.
  • Collaborate with Data Science and Development teams to integrate models into production applications.
  • Monitor and optimize the performance of models in production.
  • Manage and version models and data using tools like MLFlow and Git.
  • Automate model training and deployment processes using CI/CD.
  • Ensure the quality and security of data and models through rigorous testing and validation.
  • Stay up-to-date with the latest trends and technologies in Machine Learning and MLOps.

We offer:

  • Statutory & Major benefits
  • Personal Growth
  • Competitive salary
  • Attractive benefits plan
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