Lead Machine Learning Engineer 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, Data Software Engineers in Ukraine and Greece. Join us now! Join us! We are searching for a Lead Machine Learning Engineer who will be responsible for designing ML models that undergo ongoing training and developing frameworks suited for data scientists. If you possess exceptional skills in developing and implementing production applications and data pipelines, consider applying for this position. Responsibilities Oversee the migration of machine learning algorithms to a production setting and their integration within the company's existing systems Create, manage, and improve the entire machine learning lifecycle from start to finishDraft detailed specifications, documentation, and user manualsEnhance SDLC processes, set up and manage CI/CD/CT frameworksImplement mechanisms for the early detection of different types of drifts (data, concept, schema, etc.) Requirements5+ years of enterprise software development experience3+ years of Machine Learning experience Qualifications in designing, constructing and launching production applications and data pipelines Skills in developing highly resilient, scalable applications and systems powered by MLHands-on expertise in establishing SDLC best practicesUnderstanding of Python development Familiarity with Cloud-native services (GCP, AWS, Azure) and Apache Spark Ecosystem (Spark SQL, MLlib/Spark ML) Nice to haveExpertise in MLOps-related platforms and technologiesExperience in integrating ML models within multifaceted data-driven systems, IoT devices, or mobile devices Proficiency in basic software engineering tools (CI/CD environments like Jenkins or BuildKit, PyPI, Docker, and Kubernetes) We offer Work 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 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 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 Старший середній рівень Тип зайнятості Повний робочий день Посадові обов’язки Інженерія і Інформаційні технології Галузі Розробка програмного забезпечення і ІТ-послуги та ІТ Консалтинг