To become a data scientist, you typically need a strong background in mathematics, statistics, and programming. Pursuing a degree in data science, computer science, or a related field is beneficial. Additionally, data scientists need skills in data analysis, machine learning, data visualization, and problem-solving. Gaining experience through internships or personal projects can also enhance your chances of becoming a data scientist.