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This question is about data analyst vs data scientists.
The most important qualification to become a data scientist is a bachelor's degree - preferably in data science, statistics, mathematics, or computer science. It's essentially impossible to become a data scientist without higher education. Many data scientists have more than just a bachelor's - almost 35% have a master's, and some even have a doctorate.
Many data scientists also have experience in the field, either as a data analyst or some other job working with data - such as a research assistant.

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