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Machine Learning Engineering & 7 others

EPAM Systems

EPAM Systems

Software Engineering, Data Science
Colombia · Remote
Posted on Nov 19, 2025
Apply now
Responsibilities
  • Design machine learning models to solve complex problems
  • Collaborate with cross-functional teams to identify business needs and apply machine learning strategies
  • Build and manage scalable machine learning infrastructures for production
  • Analyze datasets to verify model accuracy and reliability
  • Boost the performance and scalability of existing machine learning models
  • Guide junior engineers and direct machine learning projects
  • Stay updated on the latest advancements in machine learning technology
  • Incorporate new data sources to expand model functionality
  • Create detailed technical documentation for machine learning workflows and model designs
  • Present technical findings and model outcomes to team members and stakeholders
Requirements
  • 3+ years of experience in Machine Learning Engineering with expertise in AWS environments
  • Proficiency in Amazon Bedrock for creating and deploying machine learning solutions
  • Competency in using Amazon SageMaker for managing machine learning models
  • Understanding of Amazon S3 for efficient data storage and handling in machine learning applications
  • Advanced skills in Python for the development of machine learning models
  • Expertise in Natural Language Processing (NLP) and its applications
  • Background in Deep Learning and its practical implementation
  • Knowledge of Prompt Engineering to optimize model interaction
  • Experience conducting Sentiment Analysis in real-world scenarios
  • Qualifications in Model Evaluation for NLP with a focus on performance assessment
  • English proficiency at a B2 level or higher for effective communication
Nice to have
  • Familiarity with other cloud platforms like Google Cloud or Microsoft Azure
  • Skills in programming languages such as R or Java
  • Relevant certifications in machine learning, data science, or related fields
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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