Overview

We are looking for a Senior Machine Learning Engineer to join our team and deliver high-quality software solutions by leveraging modern technologies and best practices.

Responsibilities

  • Design and build scalable, production-grade ML/AI applications
  • Develop, train, and optimize machine learning and deep learning models for real-world use cases
  • Build, automate, and maintain end-to-end ML pipelines and infrastructure
  • Develop and integrate Generative AI solutions
  • Collaborate with data engineers, software developers, and product teams to translate business requirements into ML-driven solutions
  • Monitor, evaluate, and continuously improve model performance in production environments
  • Ensure best practices in model governance, reproducibility, and documentation
  • Document models, workflows, and processes for knowledge sharing and compliance

Requirements

  • 4+ years of experience as an AI/ML Engineer or in a similar role
  • Expertise in designing, building, and managing AI/ML pipelines and model lifecycle management
  • Proven experience in training, fine-tuning, evaluating, and deploying ML models in production environments
  • Proficiency in Python and familiarity with key ML libraries (e.g., TensorFlow, PyTorch, scikit-learn)
  • Hands-on experience with at least one major cloud platform (AWS, Azure, GCP, or OCI)
  • Strong understanding of data preprocessing, feature engineering, and model validation techniques
  • Experience with MLOps tools and best practices (e.g., MLflow, Kubeflow, Airflow, or similar)
  • Solid understanding of software engineering principles, version control, and CI/CD workflows
  • Excellent problem-solving, analytical, and communication skills

Croatia

    We believe that the greatest strength of the company is its people. EPAM is fully committed to help its employees to reach their full potential and achieve their professional goals through continues learning. With this in mind, we would like to introduce to you few of the many opportunities and services which we believe will help you expand your current knowledge:
  • Career development opportunities with a transparent career path
  • Wide range of professional trainings, workshops, and mentoring programs plus unlimited access to LinkedIn Learning
  • Learning resources and financial support for completing certification programs
  • Christmas and Vacation bonus
  • Corporate Health Insurance (basic and supplementary)
  • Free yearly medical check-ups
  • 25 days of vacation

[epamgdo] Croatia (About EPAM)

EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.

[epamgdo] Croatia (Recruitment Process)

Thank you for your interest in this position. Please note that only candidates whose experience closely matches the job requirements will be contacted. If you do not receive an email from us, please do not be discouraged—feel free to apply for other positions that better align with your experience. If you have any questions, you can reach us at jobscroatia@epam.com.