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Data Science & 4 others

EPAM Systems

EPAM Systems

Data Science
Colombia · Remote
Posted on Nov 19, 2025
Apply now
Responsibilities
  • Lead and drive innovative projects related to automatic structuring and understanding of unstructured content for our projects
  • Design efficient deep learning-based solutions and ensure high-quality deliverables
  • Refactor, extend, and improve Contaminant ID's model, algorithms, and MLOps so as to follow best practices and increase its autonomy as a product
  • Update dependencies and replace OSS libraries that cannot be commercialized, containerize the solution, and help set up CI/CD pipelines
  • Improve NFR aspects of the solution, such as security and modularity, and consult with the original developers of the prototype solution to productize it
Requirements
  • At least 3 years of industry experience as a Machine Learning Engineer with a focus on scientific research, experimentation, and optimal design
  • Strong proficiency in TensorFlow/Python servers, JavaScript for web portal, Tableau for reporting, MariaDB for data storage, Filesystem for video storage, and Docker/Kubernetes for deployment
  • Proven experience in refactoring or rewriting parts of existing Python/TensorFlow code, updating dependencies and replacing OSS libraries that cannot be commercialized, containerizing the solution, and setting up CI/CD pipelines
  • Familiarity with NFR aspects of a solution, such as security and modularity, and ability to improve them
  • Ability to document the new code design and comment on the implementation
  • B2+ English level
Nice to have
  • Familiarity with AWS, Terraform, and Ansible
  • Experience with GPU acceleration and parallel computing
  • Familiarity with Natural Language Processing (NLP) techniques
We offer/Benefits
  • International projects with top brands
  • Work with global teams of highly skilled, diverse peers
  • Healthcare benefits
  • Employee financial programs
  • Paid time off and sick leave
  • Upskilling, reskilling and certification courses
  • Unlimited access to the LinkedIn Learning library and 22,000+ courses
  • Global career opportunities
  • Volunteer and community involvement opportunities
  • EPAM Employee Groups
  • Award-winning culture recognized by Glassdoor, Newsweek and LinkedIn
Apply now
See more open positions at EPAM Systems
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