Machine Learning Engineering
EPAM Systems
Software Engineering
Ukraine
Posted on Jan 16, 2026
Responsibilities
- Oversee the migration of machine learning algorithms to a production setting and their integration within the company's existing systems
- Create, manage, and improve the entire machine learning lifecycle from start to finish
- Draft detailed specifications, documentation, and user manuals
- Enhance SDLC processes, set up and manage CI/CD/CT frameworks
- Implement mechanisms for the early detection of different types of drifts (data, concept, schema, etc.)
Requirements
- 5+ years of enterprise software development experience
- 3+ years of Machine Learning experience
- Qualifications in designing, constructing and launching production applications and data pipelines
- Skills in developing highly resilient, scalable applications and systems powered by ML
- Hands-on expertise in establishing SDLC best practices
- Understanding of Python development
- Familiarity with Cloud-native services (GCP, AWS, Azure) and Apache Spark Ecosystem (Spark SQL, MLlib/Spark ML)
Nice to have
- Expertise in MLOps-related platforms and technologies
- Experience in integrating ML models within multifaceted data-driven systems, IoT devices, or mobile devices
- Proficiency in basic software engineering tools (CI/CD environments like Jenkins or BuildKit, PyPI, Docker, and Kubernetes)
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