Data Science specialists are expected to make informed architectural decisions based on a firm understanding of how available technologies differ and complement each other. As a Data Scientist, you will build and analyze predictive models from data using machine learning and statistical inference, program data science applications in high-level languages and extract patterns from large datasets using high-performance computing and distributed computing methods.