A data scientist in a tech company analyzes and interprets complex datasets to drive business decisions. They utilize statistical analysis, machine learning, and data visualization to derive insights, identify trends, and solve problems. They collaborate with other teams, like engineering and product, to develop data-driven strategies, optimize products, and enhance user experiences. Furthermore, they may be involved in data cleaning and model building, ensuring data quality for accurate results.