Microsoft machine learning engineer leverages Microsoft technology to translate the raw data gathered from various data pipelines into data science models that can be applied and scaled as needed. A machine learning engineer connects that structured data to the models defined by the data scientists they work with. In addition, machine learning engineers also develop algorithms and build programs that enable machines, computers, and robots to process incoming data and identify patterns.