Data Software Engineer / MLOps / MLE

About the job We welcome a Data Software Engineer / MLOps / MLE to become part of our team and contribute to enabling multi-country operations for the LATAM region. A candidate with a strong foundation in Python, Spark, and PySpark, along with hands-on experience in AWS and Databricks, will thrive in this role. Kindly note that this role supports remote work, but only from within Ukraine. 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 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 Kindly be advised that the set of benefits, including learning, certification, and other opportunities, may vary depending on the role you apply for. Our recruiter will be able to share more details about the specific opportunity during your general interview. EPAM strives to provide its global team of over 62,350 professionals in more than 55 countries with opportunities for professional growth from day one of collaboration. Our colleagues are the source of EPAM's success, so we value cooperation, strive to always understand our clients' business and aim for the highest quality standards. No matter where you are, you will join a dedicated, diverse community that will help you realize your potential to the fullest.