Data scientists are analytical experts who leverage statistical techniques, machine learning algorithms, and programming skills to extract insights from data. They are responsible for identifying trends, patterns, and relationships in data, as well as developing predictive models and algorithms. Data scientists work with large and complex datasets to solve business problems and drive decision-making.