Considering a career as a data analyst or data engineer? Explore the differences between the roles and how they collaborate in the tech world.

What does a data analyst do? Use our guide to learn about data analyst careers, including the educational steps for how to become a data analyst.

The number and types of data analyst jobs grow as data applications expand. Discover what these careers look like and how to access them.

Check how to become a Data Scientist in 2025. Learn essential skills, educational paths, career roadmap, salaries, and growth ...

Missed out on government jobs? Check high-demand private sector roles like data analyst that require no specific degree.

Is the Meta Data Analyst Professional Certificate worth it? A look at salary, job outlook, Coursera, Career Foundry, and ...

Data sources The analysis in this report is based on the combination of work requirements and job skills data from the U.S. Department of Labor’s ...