15 Data Analyst Skills That Will Catch the Eye of Employers

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Data is everywhere in our digital age. People generate information about themselves nearly every time they use a device, in ways as varied as wearing a fitness tracker to shopping for groceries online.

All that data can yield valuable information for companies—if they know what to do with it. That’s where data analysts come in. These tech pros dig into raw data to uncover hidden patterns and relevant information.

It’s a skill set that’s made data analysts needed in nearly every industry. Organizations need someone to effectively and accurately interpret data in order to understand everything from their audience to the number of sales, according to Lauren Petermeyer, manager of digital strategy and planning at 301 Digital Media.

Maybe that someone could be you—you already incorporate technology into every facet of your life, and there’s nothing you love more than digging into a problem to find the solution everyone else missed. You have a hunch that data analysis could be the perfect fit for your natural talents.

We did some digging of our own to reveal the data analyst skills that are needed to succeed in this growing career. Keep reading to discover if your interest in technology could lead you down a new career path to data analysis.

What are data analysts?

Data analysts are responsible for collecting and organizing data, and then using that information to help solve problems or answer questions. These tech pros find meaningful patterns and trends hidden throughout raw data. Data analysts bring together analysis, technology and business objectives to ensure that all the data they collect is used to achieve desired results for their company.

Organizations in nearly every industry need strong data analysts to help them keep up in our fast-paced, technology-driven world. For example, data analysts could uncover patient trends and improve care at a healthcare facility, or break down customer spending for a retail chain that wants to increase profits.

No matter which field they work in, data analysts need both technical and soft skills to do their job well. Take a look at these data analyst skills to get an idea of what you’ll need to succeed in this tech career.

The top technical skills a data analyst can’t do without

As you might imagine, it takes some serious tech skills to be a successful data analyst. There is a multitude of coding languages, specialized software programs and other technical knowledge that a data analyst could bring to the table, and it can be hard to know which skills are most valued by employers.

To help answer that, we analyzed more than 62,000 data analyst job postings to reveal the top technical skills employers are looking for.* If you’ve got your eye on a data analyst career and aren’t sure which tech skills to focus on, this list can be a good starting point.

  • SQL
  • Tableau™
  • Data warehousing
  • Python™
  • SAS®
  • Project management
  • Extraction Transformation and Loading (ETL)
  • Oracle® Database
  • Data mining
  • Data modeling

As you can see, data analysts are expected to be comfortable with a wide range of programming languages and tech tools. It can be daunting to see all these technical skills listed out, but there’s no need to worry. A solid data analytics program, like the Rasmussen College Data Analytics Bachelor’s degree, can get you up to speed with everything you need to know. In fact, the program is designed to align with many of the skills and programs listed above. For example, the Data Analytics coursework meets the standards of a SAS® Joint Certificate program, which demonstrates students' proficiency with an industry-leading data analysis tool. 

But this is just part of the equation—it takes more than technical know-how to stand out as a data analyst. We also rounded up the soft skills that could come in handy in this career. You might discover that you already have many of the skills you’ll use as a data analyst.

The soft skills that make data analysts shine

There’s more to data analysis than knowing your way around technology. Transferable soft skills play a large role as data analysts work with others in their organization to harness the power of data.

We turned to our analysis of real-time data analyst job postings to find out which soft skills are most important in this field.* Read on to find out if you already have some of the necessary qualities for this career.


A data analyst’s work digging through raw data doesn’t help anyone if they lack the communication skills to tell the rest of their team about their findings in a way that’s easy to understand. Data analysts should have excellent communications skills across a variety of mediums, including written, verbal and specialty visualization software.

Data analysts may be required to report their conclusions to a team in a group setting, so public speaking and presentation are valuable skills as well. Thanks to top-notch communication skills, data analysts can help their company’s leaders make informed decisions about what to do next.

Problem solving

Mining for and organizing data doesn’t happen with just the push of a button. Technology doesn’t always run perfectly. When hiccups arise in an algorithm, a database or lines of code, data analysts must be able to find and troubleshoot the problem so they can continue to efficiently capture the data they need.

Data analysts also put their problem-solving skills to work when collaborating with their team on big-picture issues. They must work together with others in their company to decide which problems to target and how to solve them via data analysis.


You might think data analysts have all the information they need at their fingertips. The truth is that data analysts should be prepared to do some digging if they want to make the most out of the data they collect.

Data analysts use research to stay on top of industry trends so they can interpret the most meaningful insights from their data. Research also comes in handy when they’re presenting their findings to their colleagues and defending their position on what move the company should make next.

Attention to detail

In many ways, a data analyst’s job is similar to searching for a needle in a haystack. Data analysts must be able to notice the small clues that point toward a larger message that’s hiding in a group of data. “The actual task of reporting and gathering data can be tedious and hard to read, so drawing meaningful conclusions from that data is a skill that can always be improved,” Petermeyer says.

Attention to detail also comes in handy when data analysts build the processes that efficiently capture and sort data. A small error in a single line of code can throw the entire workflow awry. Data analysts should always be on the lookout for tiny mistakes that can lead to larger problems in the system.


Data analysts collaborate with people in a variety of positions to get the job done. They work with data scientists to determine what types of questions can be answered through data analysis. They also collaborate with web developers to ensure that their company’s website is designed to efficiently capture the data they need.

On a big-picture scale, data analysts collaborate with company leaders to determine how the latest data insights can guide the company in moving forward toward its objectives.

It’s time to analyze your future

Now that you’ve seen a breakdown of the top data analyst skills, you may be surprised to see that you already have some of the qualities employers are looking for. If you’re considering pursuing this technology career, first get the inside scoop with these5 Insights You Won’t Find in the Data Analyst Job Description.”

*Source: Burning-Glass.com (analysis of 62,644 data analyst job postings, Aug. 01, 2017 – Jul. 31, 2018).
Python is a registered trademark of The Python Software Foundation.
Tableau is a registered trademark of Tableau Software.
Oracle is a registered trademark of Oracle Corporation.
SAS is a registered trademark of SAS Institute Inc.

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Ashley Brooks

Ashley is a freelance writer for Collegis education who writes student-focused articles on behalf of Rasmussen College. She believes in the power of words and knowledge and enjoys using both to encourage others on their learning journeys

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Posted in Data Analytics

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