Data Software Engineer / MLOps / MLE

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.

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

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