Paths to becoming a data analyst

A data analyst is a person whose job is to gather and interpret data in order to solve a specific problem. The role includes plenty of time spent with data but entails communicating findings too.

Most entry-level data analyst jobs require a bachelor’s degree, according to the US Bureau of Labor Statistics. It’s possible to develop your data analysis skills—and potentially land a job—without a degree. But earning one gives you a structured way to build skills and network with professionals in the field. You could also find more job opportunities with a degree than without one.

Paths to becoming a data analyst

Acquiring these skills is the first step to becoming a data analyst. Here are a few routes you can take to get them that are flexible enough to fit in around your life.

Professional certificate: Entry-level professional certificate programs usually require no previous experience in the field. They can teach you basic skills like SQL or statistics while giving you the chance to create projects for your portfolio and provide real-time feedback on your work. Several professional certificate programs on Coursera do just that.

Bachelor's degree: The Bureau of Labor Statistics recommends a bachelor’s degree for jobs that involve data analysis. If you’re considering getting a degree to become a data analyst, focusing your coursework in statistics, math, or computer science can give you a head start with potential employers. Many online bachelor’s degrees have flexible scheduling so you can fit a degree in around your priorities.

Self-study: If you want a path that doesn’t include formal training, it’s possible to learn the skills necessary for data analysis on your own. Get started with this data analytics reading list for beginners. Once you’re ready to start building a portfolio, here are some ideas for data analytics projects.

For more on how to become a data analyst (with or without a degree), check out our step-by-step guide.

Data analyst career advancement

Being a data analyst can also open doors to other careers. Many who start with data analyst courses and training go on to work as data scientists. Like analysts, data scientists use statistics, math, and computer science to analyze data. A scientist, however, might use advanced techniques to build models and other tools to provide insights about future trends.