A data scientist is a professional who specializes in analyzing and interpreting large data sets. They use their technical skills to identify patterns, detect trends, and draw meaningful insights from complex data. They also develop algorithms and predictive models to forecast future behaviors and trends. Data scientists are responsible for providing in-depth analysis to inform business decisions and help organizations to improve their performance.