Data Software Engineer / MLOps / MLE in EPAM Systems

Direct message the member who posted the job with EPAM Systems Irina Benko Irina Benko Looking for Senior Data Scientists and Machine Learning Engineers, Lead or Senior .Net Developers, Data Software Engineers and Senior Python… 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 PySpark and have experience working with AWS and Databricks. ResponsibilitiesDesign and build scalable data processing pipelines using Python, Spark, and PySparkImplement and maintain AWS infrastructure and deploy applications using DatabricksDevelop and manage CI/CD pipelines for machine learning models using Jenkins and other toolsUtilize Amazon SageMaker for building, training , and deploying machine learning modelsMonitor and optimize machine learning model performance and efficiencyEnsure data quality and integrity throughout the data lifecycleCollaborate with cross-functional teams during brainstorm meetings to develop new use casesCreate comprehensive unit tests for various machine learning processes from preprocessing to post-processingAdapt data science pipelines based on specific project prerequisites Communicate effectively to seek clarifications and discuss technical details as codeCapability to wrestle new use-cases quickly and comfortablyUnderstanding of key concepts in productionized data science pipelinesExperience in data preprocessing and modelingCompetency in creating unit tests for multiple stages of machine learning processesClear communication skillsNice to haveFamiliarity with Apache AirflowKnowledge of data quality best practicesExperience with Databricks and JenkinsWe offerWork on a flexible schedule remotely or from any of our comfortable offices or coworking spaces in UkraineReceive the necessary equipment to perform your work tasksChange projects and technology stacks within EPAMGain experience in various business domains (Insurance, E-commerce, Healthcare, Finance, Traveling , 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 colleaguesImprove your Englishfor 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 CloudsUse the internal E-learn training program (18,200+ specialized training and mentoring programs)Access corporate accounts on LinkedIn Learning, Get Abstract and other partner resourcesStudy at EPAM Solution Architecture School with the instructors who are practicing architectsDevelop as a leader, join Delivery Management, Resource Management, Leadership Essentials school and moreParticipate 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 ratesCompany support during significant life events (childbirth or adoption, marriage, etc.)Support for psychological comfort: discounts on services from mental health specialists or coaches, thematic trainingE-kids program - a free programming language training program for EPAMers' childrenEPAM strives to provide its global team of over 52,800+ 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. Show more Show less Посадовий рівень Помічник Тип зайнятості Повний робочий день Посадові обов’язки Інженерія і Інформаційні технології Галузі Розробка програмного забезпечення і ІТ-послуги та ІТ Консалтинг