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The Machine Learning Engineer at EPAM Systems will be responsible for developing and optimizing data models and pipelines, engaging in data analysis, and implementing machine learning models to enhance data functionality. This role involves contributing to the development and maintenance of on-device ML applications and participating in problem-solving activities using SQL and Python.