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What education/training do I need to advance from an entry level position to senior level as a data scientist?

What education/training do I need to advance from an entry level position to senior level as a data scientist

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Starting with a bachelor's degree in data science, computer science, statistics, math, or a similar field is common. From there, you can grow by mastering skills in Python/R, SQL, statistics, machine learning, and data visualization. It's also important to get experience solving real business problems and explaining your findings clearly.

For higher-level jobs, employers often look for people who can lead projects, guide others, and link technical work to business goals. A master's degree might be helpful for some specialized positions, but it's not always necessary.

The U.S. Bureau of Labor Statistics Data Scientist career page is a great place to learn about education, skills, pay, and job prospects.
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