Senior Machine Learning Engineer

Описание

The Machine Learning Engineer will engage with the GenAI project for our client. This project includes the development and implementation of machine learning models and algorithms to improve customer experiences, streamline business operations, and increase revenue for our customer.As a Senior Machine Learning Engineer, your role will entail designing, implementing, and maintaining machine learning solutions aligned with project requirements. You will work alongside cross-functional teams to comprehend business needs, gather data, and establish scalable machine learning pipelines.ResponsibilitiesDesign and implementation of machine learning models and algorithmsDevelopment of scalable machine learning pipelines utilizing Apache Spark and DatabricksImplementation of MLOps practices to ensure efficient model deployment and monitoringUse of Microsoft Azure for cloud-based machine learning servicesCollaboration with data scientists and other stakeholders to comprehend business requirementsEvaluation and optimization of machine learning models for performance and accuracyRequirementsExperience in Machine Learning EngineeringProficiency in Apache Spark, Databricks, MLOps, Microsoft Azure, PythonExcellent English communication skills (B2 level)Flexibility to work PST hours shift at least till 8 pm by KyivNice to haveFamiliarity with Docker and KubernetesBackground in LangChain and Large Language ModelsUnderstanding of Natural Language ProcessingWe 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, Travelling, Media, Artificial Intelligence, and more)Consider relocation options in over 30 countries worldwideParticipate 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 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 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.