Data analysts interpret data, analyze results using statistical techniques, and provide ongoing reports. They work with databases, data collection systems, and other strategies that optimize statistical efficiency and quality. Data analysis involves collecting, cleaning, and interpreting data sets to answer questions or solve problems. Skills include statistical analysis, data visualization, and proficiency in tools like SQL, Python, and Excel.