Data Analyst: Career Path

Data analysts collect, organize, and interpret complex data sets to identify patterns, trends, and relationships that can be used to inform business strategies and improve organizational performance.

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What does the Data Analyst career path entail?

Data Analyst

The career of a data analyst is promising due to the exponential growth of data generation and consumption across all industries. The rise of digital technologies, such as mobile devices, and the Internet of Things (IoT), has led to an explosion of data being produced and collected.

As a result, there is an increasing demand for professionals who can make sense of this data and turn it into actionable insights that drive business success. This trend is expected to continue in the future, making the career of a data analyst even more promising.

As companies continue to recognize the value of data-driven decision-making, the need for individuals who can analyze and interpret data is on the rise. According to the U.S. Bureau of Labor Statistics, the job outlook for data analysts is projected to grow much faster than the average for all occupations, with a 25% increase in employment from 2019 to 2029.

Best books to explore the Data Analytics career path.

A well-written and thorough book can be an amazing path to build deeper understanding and also act as a handbook as you discover the internet's vast resources.

These are our and our experts top picks to get started building career-relevant skills.

R for Data Science

R for Data Science

This book will teach you how to do data science with R: You’ll learn how to get your data into R, get it into the most useful structure, transform it, visualise it and model it. In this book, you will find a practicum of skills for data science.

Just as a chemist learns how to clean test tubes and stock a lab, you’ll learn how to clean data and draw plots—and many other things besides.

Data Engineering Cookbook

Data Engineering Cookbook

Five types of content are in this book: Articles the author wrote, links to his podcast episodes (video & audio), more than 200 links to helpful websites he like, data engineering interview questions and case studies.

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Courses to deepen your Data Analytics skills.

These days, courses are no longer a sequence of videos. They are usually accompanied by projects and a learning community, keeping you accountable and on the path.

Our experts recommend these courses, from free selections to paid programs.

Introduction to Data Analytics

Introduction to Data Analytics

Ready to start a career in Data Analysis but don’t know where to begin? This course presents you with a gentle introduction to Data Analysis, the role of a Data Analyst, and the tools used in this job. You will learn about the skills and responsibilities of a data analyst and hear from several data experts sharing their tips & advice to start a career. This course will help you to differentiate between the roles of Data Analysts, Data Scientists, and Data Engineers.

Introduction to Data Engineering

Introduction to Data Engineering

Learn about the world of data engineering with an overview of all its relevant topics and tools!

Grow with Google: Data Analytics

Grow with Google: Data Analytics

The Data Analytics Certification, developed by Google, can help you navigate the tools and skills needed to become a data analyst. Complete online certificate courses, at your own pace and time.

Get the guidance you need on the Data Analyst career path

There is no better source of accountability and motivation than having a personal mentor. What used to be impossible to find is now just two clicks away! All mentors are vetted & hands-on!


I'm an experienced data analyst who went from having a Ph.D. in a different area to working at Google via Vaco. I have a lot of experience with changing careers and what I should put into the data analyst resumes. I'm also a heavy SQL writer in daily work. Through …

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Growing into a Senior Data Analyst role pays off – $16,000 up to per year.

Not only is the progression from individual Data Analyst to a Senior role a natural progression, it also makes all the difference in your average salary.

On a global average, Senior Data Analyst receive a $16,000 salary hike over entry-level Data Analysts when they go from individual contributor to senior personnel.

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Get the help you need & advance your career

The career of a data analyst offers many promising opportunities for those with a passion for data and analysis. With the ever-increasing amount of data being generated across industries, the demand for skilled data analysts is expected to continue growing, making it a great career choice for those interested in this field.