We are looking for a Data Software Engineer / MLOps / MLE to join our team and assist in the implementation of multi-country support for the LATAM market.
The ideal candidate will have a robust background in using Python, Spark, and Py Spark and have experience working with AWS and Databricks.
The remote option applies only to the Candidates who will be working from any location in Ukraine.

RESPONSIBILITIES

• Design and build scalable data processing pipelines using Python, Spark, and Py Spark
• Implement and maintain AWS infrastructure and deploy applications using Databricks
• Develop and manage CI/CD pipelines for machine learning models using Jenkins and other tools
• Utilize Amazon Sage Maker for building, training, and deploying machine learning models
• Monitor and optimize machine learning model performance and efficiency
• Ensure data quality and integrity throughout the data lifecycle
• Collaborate with cross-functional teams during brainstorm meetings to develop new use cases
• Create comprehensive unit tests for various machine learning processes from preprocessing to post-processing
• Adapt data science pipelines based on specific project prerequisites
• Communicate effectively to seek clarifications and discuss technical details

REQUIREMENTS

• Proficiency in Python, Spark, and Py Spark
• Experience in AWS and Databricks
• Expertise in MLOps practices and tools like Jenkins
• Skills in Amazon Sage Maker for machine learning model management
• Background in CI/CD tools and Terraform for infrastructure as code
• Capability to wrestle new use-cases quickly and comfortably
• Understanding of key concepts in productionized data science pipelines
• Experience in data preprocessing and modeling
• Competency in creating unit tests for multiple stages of machine learning processes
• Clear communication skills

NICE TO HAVE

• Familiarity with Apache Airflow
• Knowledge of data quality best practices
• Experience with Databricks and Jenkins

WE OFFER

• 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)
• Consider relocation options in over 30 countries worldwide
• Participate in volunteer, charity programs and communities (both technical and interest-based)
• 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 Linked In 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)
• 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