February 23, 2021  |  Purdue Global  |  Updated August 1, 2022

Data analytics is growing―rapidly. In fact, according to the U.S. Bureau of Labor Statistics, data scientists and mathematical science occupations are expected to grow 31% from 2020 to 2030.

“Data analysts use programming languages and visualization software to turn raw data into useful information,” says Robert Kayl, faculty member in the School of Business and Information Technology at Purdue Global. “These specialists collect data, discover new data, deploy software and hardware updates, and conduct research.”

Get answers to the most common questions about data analytics, how to become a data analyst, and whether analytics is for you in this guide.

Is Data Analytics the Same as Business Analytics?

Business analytics involves exploring an organization’s data to reveal information that can help drive financial performance and innovation. “Business analytics is more focused internally within an organization,” Kayl says. “Business analysts are trying to find business trends and practices with a general goal of higher profits.”

Any data analytics job description would indicate that these professionals collect and examine a massive amount of raw data valuable for making decisions. “In data analytics, you're seeking to recognize patterns, with the goal of identifying probabilities and predictions,” Kayl says.

What Is a Data Analytics Degree?

An online bachelor's of degree in analytics is a four-year degree program designed to help you learn and sharpen your skills to become an entry-level data analyst. A reputable data analytics degree program will have courses on:

  • Apache Hadoop, Hive, Pig, and Spark
  • Big data
  • Data science
  • Data governance
  • Database schemas
  • Database architecture
  • Enterprise data management
  • Machine learning
  • NoSQL, MapReduce, and MongoDB
  • Online Analytical Processing (OLAP)
  • Predictive analytics
  • SAP Analytics

Is a Degree in Data Analytics Worth It?

Those who earn a degree in data analytics will possess highly sought after skills. The World Economic Forum says data analytics career opportunities abound and lists the position as one of the most in-demand job categories. Executives who responded to the survey said the need to make sense of all the data generated by technological disruptions is driving this growth.

The tech boom of the last 20 years has generated more information than organizations know what to do with. Find out more about the rise of the data analyst.

What Kind of Jobs Can You Get with a Data Analytics Degree?

  • Analytics manager
  • Data analyst
  • Data scientist
  • Computer and information systems manager
  • Computer and information research scientist
  • Software developer, systems software
  • Data-driven decision-maker

“A data analyst career could be specialized, whether it's a business analyst or medical or finance analyst,” Kayl says. “Those jobs are plentiful. Data management, statistical analysis, machine learning, deep learning, and artificial intelligence are also within the realm of job opportunities.”

Which Certifications Are Best for Data Analysts?

Among the available data analyst certifications are:

  • Amazon Web Services (AWS) Certifications
    • AWS Certified Big Data—Specialty
    • AWS Certified Cloud Practitioner—Associate
    • AWS Certified Developer—Associate
    • AWS Certified Solutions Architect—Associate
    • AWS Certified SysOps Administrator—Associate
  • Certified Analytics Professional (CAP®)
  • Cloudera Certified Associate (CCA) Data Analyst
  • Microsoft Certified Solution Expert (MCSE)

Is Data Analytics a Good Career?

According to Investopedia, skilled data analysts are among the most sought-after professionals in the world. The data analytics career path is a desirable one because data analyst jobs can be found in a diverse mix of companies and industries.

“It is a growing career,” Kayl says. “For years, we didn't have enough data. And now with the internet, the Internet of Things, and mobile devices generating massive amounts of data every day, data analytics has a great future.”

How Difficult Is Data Analytics?

Data analytics can be difficult, depending on your skills and natural abilities. Data analyst qualifications start with proficiency in multiple computer programs, mathematical formulas and algorithms, statistics, quantitative messages, and organizing your findings. Data analysts usually work independently, so you’ll need the drive to do your job well on your own.

If you’re already in the analytics field, Kayl says you may find data analytics familiar.

“When it comes to data science, data analytics, business analytics, or financial analytics, the techniques are very similar. They're all exploring data to come to some conclusion,” he says.

What Skills Does a Data Analyst Need?

Top skills for a data analyst include math, coding, and organizational skills. Among the other skills:

  • Accuracy and attention to detail
  • A methodical and logical approach
  • Analytical skills, including modeling and interpreting data
  • Interpersonal skills
  • Problem-solving skills
  • Programming languages, such as Oracle, Python and SQL
  • Team skills
  • Written and verbal communication skills

Does Data Analytics Require Coding?

Some coding is required to be a data analyst. Programming languages you might want to learn include:

  • C++
  • HIVE
  • Java
  • Julia
  • Perl
  • Python
  • R
  • Ruby
  • Scala
  • SQL
  • Swift

“Often you use structured query language (SQL) to pull data out of databases,” Kayl says. “If you're programming models, you definitely need Python or R.”

Do Data Analysts Need to Be Good at Math?

Yes, solid math skills are needed in this role, but according to Kayl, you don’t need to be a mathematical genius. “It's good to know mathematics and statistics,” Kayl says, “because you’ll need knowledge of what algorithms are doing. But that’s likely all the math you’d need to be a data analyst.”

Is a Data Analyst an IT job?

While not typically what you would visualize when you think of IT, data analyst is more of an IT job than a business job. A data analyst serves as a data gatekeeper, so an organization’s stakeholders can understand and use data to make strategic business decisions. Careers in data analytics are more technical than business oriented.

Is Data Analytics a STEM degree?

Data analytics is generally classified as a science, technology, engineering, and math (STEM) specialty. Many students with interests in STEM are more likely to pursue data analytics courses and degrees, along with data science.

Can I Learn Data Analytics on My Own?

Data specialties could be self-taught, but in general, it’s better to have a degree to back you up. According to the BLS, certain professions, like computer and information research scientists, typically require a master’s degree. A degree also indicates to employers that you have the determination and work ethic to stick with challenging tasks. It shows that you have demonstrated knowledge of the field and critical-thinking skills.

Where Can I Learn Data Analytics?

In addition to Purdue Global’s Bachelor of Science in Analytics, Purdue Global and Google have partnered to develop a Purdue Global + Google Data Analytics Certificate. This certificate, ideal for working adults, offers courses that cover the foundational skills of data analytics. Moreover, the Purdue Global micro-credentials provide industry-specific training that fits your career goals. Upon the completion of the program, you’ll have earned three credentials, including a Google Career Certificate.

Find Out More: Data Analytics at Purdue Global

If you’re interested in pursuing a data analytics degree from an accredited university, Purdue Global can offer you even more. Our program offers a solid starting point to pursue valuable IT certifications, and our faculty members are real-world practitioners who bring knowledge from their own higher education and industry experience. Learn more about Purdue Global’s data analytics program. If you’re ready to take the next step to a data analytics career, request more information today.

About the Author

Purdue Global

Purdue Global delivers a fully personalized, world-class education online that's tailored for adults. We offer 175 programs, including associate's, bachelor's, master's, and doctoral degrees as well as certificates, in areas such as business, IT, education, health sciences, nursing, criminal justice, and more.


Job Growth Projections: National long-term projections may not reflect local and/or short-term economic or job conditions and do not guarantee actual job growth.

Employment and Career Advancement: Purdue Global does not guarantee employment placement or career advancement. Actual outcomes vary by geographic area, previous work experience, and opportunities for employment. Additional certification or licensing may be required to work in certain fields.

Certification Exams: Students are responsible for understanding the requirements of optional certification exams. The University cannot guarantee students will be eligible to sit for or pass exams. In some cases, work experience, additional coursework beyond the Purdue Global program, fieldwork, and/or background checks may be necessary to be eligible to take or to successfully pass the exams.