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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.

Table of Contents

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

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.…

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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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Big Data: A Revolution That Will Transform How We Live, Work, and Think

It seems like “big data” is in the news every day, as we read the latest examples of how powerful algorithms are teasing out the hidden connections between seemingly unrelated things. Whether it is used by the NSA to fight terrorism or by online retailers to predict customers’ buying patterns, big data is a revolution occurring around us, in the process of forever changing economics, science, …

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Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also disc…

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Naked Statistics: Stripping the Dread from the Data

Once considered tedious, the field of statistics is rapidly evolving into a discipline Hal Varian, chief economist at Google, has actually called "sexy." From batting averages and political polls to game shows and medical research, the real-world application of statistics continues to grow by leaps and bounds. How can we catch schools that cheat on standardized tests? How does Netflix know whi…

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Storytelling with Data: A Data Visualization Guide for Business Professionals

Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for…

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Give your job chances a boost

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.

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.
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Introduction to Data Engineering

Learn about the world of data engineering with an overview of all its relevant topics and tools!
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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…
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Microsoft Excel: Advanced Excel Formulas & Functions

Learn 75+ Excel spreadsheet formulas for data analysis & business intelligence, with a top Microsoft Excel instructor!
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Learning through online courses can be challenging. Get 1:1 guidance from an experienced mentor who can help you stay accountable and answer your questions along the way.
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Data Analysis with Pandas and Python

Analyze data quickly and easily with Python's powerful pandas library! All datasets included --- beginners welcome!
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Complete Introduction to Business Data Analysis

Move beyond basic reports and learn data analysis. Easily turn data into insight and intelligence with Microsoft Excel
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Top Data Analytics Certifications

Understanding all core concepts of Data Analytics is key to claiming your next certificate. If you need help brushing up on your skills, consider reaching out to one of our mentors.

CompTIA Data+

Hosted by comptia.org

The CompTIA Data+ certification highlights an early career professional’s grasp of data mining, manipulation, visualization, and reporting. This certification is intended for those with one-and-a-half to two years of work experience, and the CompTIA Data+ certification offers the chance for thos…

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Data Analytics Certification Coaching

Hosted by mentorcruise.com

Consider reaching out to a coach specialized in Data Analytics certifications. They can help you prepare for your exam, and provide you with the necessary resources to succeed. MentorCruise is the best place to find a coach for your Data Analytics certification. Here are a few top picks:
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IBM Data Analyst Professional Certificate

Hosted by coursera.org

The IBM Data Analyst Professional Certificate is a flexible online course that prepares those with no prior experience for entry-level data analyst positions. Through eight courses that take approximately 11 months to complete, learners develop a working knowledge of Python, SQL, Excel, and IBM …

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Microsoft Certified: Power BI Data Analyst Associate

Hosted by coursera.org

Microsoft’s Power BI Data Analyst Associate certification indicates the certification holder’s ability to work with Power BI, an interactive software used to visualize data for business analytics and intelligence. Designed for subject matter experts who already possess an understanding of data p…

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SAS Statistical Business Analyst Professional Certificate

Hosted by coursera.org

The SAS Statistical Business Analyst Professional Certificate is designed for data analysts looking to improve their predictive and statistical modeling abilities in the professional world. Designed for those with prior knowledge of SAS programming, the online certificate takes approximately thr…

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Meta Data Analyst Professional Certificate

Hosted by coursera.org

You can practice statistical analysis, data management, and programming using industry-standard tools like SQL, Tableau, and Python in Meta's beginner-friendly Data Analyst Professional Certificate. Designed to prepare you for an entry-level role, this self-paced program can be completed in…

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Data Analytics Workshop

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Consider joining a workshop specialized in Data Analytics. Workshops are a great way to learn new skills, and get hands-on experience. MentorCruise is the best place to find a workshop for your Data Analytics certification. Here are a few top picks:
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Microsoft Copilot for Data Science Specialization

Hosted by coursera.org

Understanding how to work with generative AI tools and leverage the insights they deliver will be increasingly important in the data field. The Microsoft Copilot for Data Science Specialization provides hands-on experience with Microsoft Copilot so you can accelerate your data insights in impact…

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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!

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Sheng Wei Pang 🇸🇬

Lead Machine Learning Engineer (L5) at Grab
5.0 (2)

Hi there, I'm Pang. As a software-engineer turned ML Engineer + Data Scientist, I love helping others achieve their dream career in tech. The tech industry is tough, wether its job hunting, preparing for interviews or getting promoted, trust me, I've been there. For the past 5 years, I've received …
Engineering & Data Machine Learning Data Science Data Analytics Deep Learning Software Engineering Promotion
$200 / month
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Giuseppe Santoro 🇬🇧

Senior Software Engineer at Elastic | ex Game Analytics team at Sony PlayStation
5.0 (9)

👋 Ciao! I'm Giuseppe, a cloud-native technologies enthusiast living in the UK since 2013. As a Senior Software Engineer in Observability at Elasticsearch, I've honed my expertise in Kubernetes, ensuring seamless system operations across various platforms. 🚀 Specializing in Kubernetes, I'm passionate about system design interviews, building and maintaining distributed …
Engineering & Data Kubernetes System Design Elasticsearch Distributed Systems Docker Observability
$120 / month
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Leoson Hoay 🇺🇸

Consultant at Diffusion Venture Studio
5.0 (49)

Hello there! 你好！はじめまして! I am a Tech Consultant and Senior Data Scientist, and previously a Tech Lead at the University of Chicago Urban Labs. I am passionate about leveraging technology to solve human problems, and have many years of experience in managing hiring processes for data teams. I believe strongly …
Engineering & Data Data Science LLM AI Machine Learning Technology Management Data Scientist
$180 / month
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Jimmy Jaspers 🇳🇱

Founder & CEO at Vincitori
5.0 (15)

I’m Jimmy, a 5/5 star top rated business mentor. I have 15+ years experience in business, sales, marketing and entrepreneurship. I have worked with thousands of people world-wide. Besides having my own ventures I am also a Virtual Judge @ Harvard Innovation Labs, Mentor @ Techstars, Judge & Mentor @ …
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Sam Mokhtari 🇦🇺

Solutions Architect at Amazon
5.0 (10)

I'm a Cloud Efficiency Lead Solutions Architect at AWS with a passion for creating innovative solutions using cloud, data science, and artificial intelligence. With over 15 years in technology, I've become a thought leader in data analytics, AI, and cloud. I've worked with 100+ clients worldwide, leveraging my background in …
Engineering & Data Cloud Data Analytics AI Big Data Software Architecture Software Engineering
$240 / month
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Leah Glass 🇺🇸

Research Lead at Stack Overflow
5.0 (2)

Hi there! 👋🏻 I've been working in some sort of research role for over 10 years---from education, to politics, to the tech industry. I've worked in traditional evaluation, data analytics & visualization, and product & user research. I've also completed a PhD in Sociology from the CUNY Graduate Center and …
UX & Design Women In Tech EdTech Strategic Research UX Strategy Qualitative Research Data Analytics
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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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Related career paths

If you like Data Analytics careers, you might also be interested in these other career paths.

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.

 

 

 

 

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