Data scientist develops and implements techniques and analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualisation software. He/she applies data mining, data modelling, natural language processing, and machine learning to extract and analyse information from large structured and unstructured datasets. He/she also visualises, interprets, and reports data findings and may create dynamic data reports as well.