Data Analyst

Data Analyst Resume Keywords and Skills (Hard Skills)

Here are the keywords and skills that appear most frequently on recent Data Analyst job postings. In other words, these are the most sought after skills by recruiters and hiring managers. So try to include them on your resume where possible.

Remember that every job is different. Instead of including all these keywords on your resume, identify the keywords most relevant to the job you're applying to and include those. Use the free Targeted Resume tool to help with this.

  • Data Analysis
  • Tableau
  • Data Visualization
  • SQL
  • Data Analytics
  • R (Programming Language)
  • Python (Programming Language)
  • Microsoft Access
  • Statistical Data Analysis
  • Statistics
  • IBM SPSS
  • Data Mining
  • MySQL
  • Microsoft Power BI
  • Google Data Studio
  • Analytics
  • Data Science
  • Google Analytics
  • Google BigQuery
  • Microsoft SQL Server
  • Machine Learning
  • SAS
  • Databases
  • Extract, Transform, Load (ETL)
  • Data Modeling
  • Business Analysis
  • Big Data
  • Business Intelligence (BI)
  • Visual Basic for Applications (VBA)
  • SAS Programming
  • Big Data Analytics
  • QlikView
  • Business Intelligence Tools
  • Hive
  • Data Warehousing
  • Statistical Modeling
  • Latent Class Analysis
  •   Show full list

  Where on my resume do I add these buzzwords?

Add keywords directly into your resume's work experiences, education or projects. Alternatively, you can also include a Skills section where you can list your technical skills in order of your proficiency.

Only include these technical skills or keywords into your resume if you actually have experience with them.

Compare Your Resume To These Data Analyst Skills (ATS Scan)

Paste your resume below and our AI will identify which keywords are missing from your resume from the list above (and what you need to include). Including the right keywords will help you get past Applicant Tracking Systems (i.e. resume screeners) which may scan your resume for keywords to see if you're a match for the job.

How do I add skills to a Data Analyst resume?

1
Review the job posting closely.

Go through the Data Analyst posting you're applying to, and identify hard skills the company is looking for. For example, skills like Data Analytics, Tableau and Data Analysis are possible skills. These are skills you should try to include on your resume.

2
Add industry skills like SQL and Microsoft Access.

Add other common skills from your industry - such as R (Programming Language), Data Visualization and Python (Programming Language) - into your resume if they're relevant.

3
Add skills into your work experience.

Incorporate skills - like Data Science, Google Data Studio and MySQL - into your work experience too. This shows hiring managers that you have practical experience with these tools, techniques and skills.

4
Show evidence of your analytical skills.

Analytical skills involve your ability to break down a problem and come up with effective solutions. On Data Analyst resumes, hiring managers want to see evidence of how you analyzed quantitative or qualitative data.

5
Show your ability to analyze data.

In your Data Analyst resume, show evidence of where you worked with and analyzed data of all formats, whether they're surveys, spreadsheets or databases. We've highlighted examples in the infographic for reference.

6
Use the exact job title.

Try to add the exact job title, Data Analyst, somewhere into your resume to get past resume screeners. See the infographic for how to do this.

Word Cloud for Data Analyst Skills & Keywords

The following word cloud highlights the most popular keywords that appear on Data Analyst job descriptions. The bigger the word, the more frequently it shows up on employer's job postings. If you have experience with these keywords, include them on your resume.

Top Data Analyst Skills and Keywords to Include On Your Resume

Resume Skills and Keywords from Related Jobs

We also found variations and further specializations to your job title. Browse through the related job titles to find additional keywords that you can include into your resume.

Get your Resume Instantly Checked, For Free

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Data Analyst Resume Templates

Here are examples of proven resumes in related jobs and industries, approved by experienced hiring managers. Use them as inspiration when you're writing your own resume. You can even download and edit the resume template in Google Docs.

Resume Example
Entry Level Data Analyst


Resume Example
Senior Data Analyst


Resume Example
Marketing Data Analyst


Resume Example
Financial Data Analyst


Resume Example
Senior Data Engineer


Resume Example
Big Data Engineer


Browse Skills from Similar Jobs

Frequently Asked Questions

What skills do hiring managers want to see on a Data Analyst resume?

On top Data Analyst resumes, skills like Data Analysis, Tableau, Data Visualization, SQL, Data Analytics, R (Programming Language), Python (Programming Language) and Microsoft Access appear most often.

Depending on the exact role you're applying to, skills like MySQL, Data Science, Big Data, QlikView and Google Data Studio can also be effective keywords to include on your resume.

What are the differences in resume skills between a Marketing Data Analyst and a Financial Data Analyst?

If you are writing a Marketing Data Analyst resume, try to emphasize skills like Market Access, Tableau, Marketing Analytics, Market Risk, Google Analytics, SQL, Data Visualization and Email Marketing.

Similarly, if you are writing a Financial Data Analyst resume, emphasize skills like Financial Analysis, Financial Modeling, Finance, Financial Reporting, Microsoft SQL Server, Bloomberg Terminal, Visual Basic for Applications (VBA) and Pivot Tables.

What are good resume skills to include for different Data Analyst roles and job titles?

Depending on the specific role you apply to, you may need to emphasize different skill sets. Here are a few examples:

  • Financial Data Analyst: Financial Analysis, SQL, Financial Modeling, Tableau and Data Analysis
  • Marketing Data Analyst: Market Access, Marketing Analytics, Market Risk, Google Analytics and Data Visualization
  • Clinical Data Analyst: SAS, SAS Programming, Healthcare, Clinical Data Management and Healthcare Information Technology (HIT)

Target your Resume to a Job Description

While the keywords above are a good indication of what skills you need on your resume, you should try to find additional keywords that are specific to the job. To do this, use the free Targeted Resume tool. It analyzes the job you are applying to and finds the most important keywords you need on your resume.

It is personalized to your resume, and is the best way to ensure your resume will pass the automated resume filters.

Start targeting your resume

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