Machine Learning Engineering & 7 others
EPAM Systems
Software Engineering, Data Science
Ukraine
Posted on Jan 16, 2026
Responsibilities
- Design data pipelines that scale efficiently using Python, Spark, and PySpark
- Construct AWS infrastructure and manage deployments through Databricks
- Establish CI/CD workflows for machine learning models with Jenkins and similar platforms
- Apply Amazon SageMaker to construct, train, and release machine learning models
- Track model performance and drive improvements in efficiency
- Uphold standards for data quality and integrity at every stage
- Engage with teams across functions to generate innovative use cases
- Develop unit tests covering all phases of machine learning processes
- Modify data science pipelines to align with project demands
- Exchange information clearly to resolve questions and address technical matters
Requirements
- Knowledge of Python, Spark, and PySpark
- Background in AWS and Databricks
- Expertise in MLOps methodologies and tools including Jenkins
- Skills in using Amazon SageMaker for machine learning lifecycle management
- Experience with CI/CD platforms and Terraform for infrastructure automation
- Flexibility to approach new use cases with ease
- Understanding of principles behind production-ready data science pipelines
- Background in preparing data and building models
- Competency in designing unit tests for each step of machine learning workflows
- Ability to communicate ideas and technical details effectively
Nice to have
- Familiarity with Apache Airflow
- Knowledge of practices that ensure high data quality
- Certification in Databricks
- Certification in Jenkins
We offer/Benefits
With us you can:
- Work on a flexible schedule remotely or from any of our comfortable offices or coworking spaces in Ukraine
- Receive the necessary equipment to perform your work tasks
- Change projects and technology stacks within EPAM
- Gain experience in various business domains (Insurance, E-commerce, Healthcare, Finance, Travelling, Media, Artificial Intelligence, and more)
- Relocation opportunities may be available for eligible candidates, depending on the role and openings at other EPAM locations
- Participate in volunteer, charity programs and communities (both technical and interest-based)
We focus on your professional growth:
- You can plan your individual career path together with your manager
- Receive regular feedback from colleagues
- Improve your English for free with certified teachers (Speaking Clubs, client interview preparation courses, etc.)
- Get the opportunity to undergo free training and certification in AWS, GCP, or Azure Clouds
- Use the internal E-learn training program (18,200+ specialized training and mentoring programs)
- Access corporate accounts on LinkedIn Learning, Get Abstract and other partner resources
- Study at EPAM Solution Architecture School with the instructors who are practicing architects
- Develop as a leader, join Delivery Management, Resource Management, Leadership Essentials school and more
- Participate in internal communities (500+ meetups, technical discussions, brainstorming sessions, online events and conferences annually)
What we offer:
- Vacation and sick leave (including a sick leave without a medical certificate)
- A wide range of Voluntary Medical Insurance programs providing both medical treatment and various preventive options (including sports activities)
- Medical insurance for family members at corporate rates
- Company support during significant life events (childbirth or adoption, marriage, etc.)
- Support for psychological comfort: discounts on services from mental health specialists or coaches, thematic training
- E-kids program - a free programming language training program for EPAMers' children