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Senior Data Analyst Must-Have Resume Skills and Keywords

Are you interested in improving your job outlook and increasing your salary? How can you demonstrate that you are the most qualified candidate for a Senior Data Analyst position? Of course continuing to gain experience working as a Senior Data Analyst may be your best qualification, but there are other ways you can also develop your skills, like continuing education or volunteer opportunities. More immediately, however, you can be ready for your next opportunity or promotion by educating yourself about the duties, responsibilities, and required skills of a Senior Data Analyst and making sure your resume reflects your experience properly.

We designed the ZipRecruiter Career Keyword Mapper to help you solve this problem and hopefully improve your resume. Using machine learning tools paired with industry research, our Marketplace Research Team helped analyze millions of job postings and resumes to identify the most important keywords related to Senior Data Analyst jobs. Our goal is to help you discover opportunities to improve your resume or to help you understand what skills and qualifications you need to be a Senior Data Analyst or to advance your career into beyond this role.

Top Skills Mentioned in Job Descriptions

Top
10
Job Skills
Employers require a broad range of skills and qualifications in their descriptions of Senior Data Analyst positions. The top three keywords make up 37.79% of the total set of top terms. Look to the Resume Checklist below to see how SQL, Data Analytics, and Analysis shares stack up against the share from resumes. Technical, Collaboration and Innovation represent an additionally healthy share of the employer Senior Data Analyst job postings with their combined total of 29.3%. At 32.9%, Tableau, Python, Business Intelligence, and Statistics appear far less frequently, but are still a significant portion of the 10 top Senior Data Analyst skills and requirements according to employers.

Top Skills Mentioned in Resumes

Top
10
Job Skills
Job seeker resumes showcase a broad range of skills and qualifications in their descriptions of Senior Data Analyst positions. The top three keywords represent 37.41% of the total set of top resume listed keywords. Look to the Resume Checklist below to investigate how SQL, Analysis, and Data Analytics match up to employer job descriptions. Tableau, Database, and Business Intelligence represent a very decent share of skills found on resumes for Senior Data Analyst with 30.66% of the total. At 31.94%, Python, Microsoft Excel, Technical, and ETL appear far less frequently, but are still a significant portion of the 10 top Senior Data Analyst skills and qualifications found on resumes.

Most Important Skills Required to Be a Senior Data Analyst as Listed by Employers and Employees

Here is a simple table of the top 10 skills and qualifications as listed by employers in Senior Data Analyst job postings since January of 2018, followed by the top 10 skills and qualifications most commonly listed by people who held the title of Senior Data Analyst on their resumes.
Top Senior Data Analyst Skills
Skills Required by Employers Share
SQL 13.46%
Data Analytics 12.61%
Analysis 11.72%
Technical 10.31%
Collaboration 10.20%
Innovation 8.79%
Tableau 8.56%
Python 8.20%
Business Intelligence 8.08%
Statistics 8.06%
Skills Listed by Employees Share
SQL 14.59%
Analysis 11.42%
Data Analytics 11.40%
Tableau 10.68%
Database 10.58%
Business Intelligence 9.40%
Python 8.64%
Microsoft Excel 8.62%
Technical 8.16%
ETL 6.52%

Senior Data Analyst Resume Checklist

Our Resume Keyword Checklist is based upon an analysis of the most commonly found terms within both job descriptions and resumes for Senior Data Analyst positions. Our algorithm helps isolate phrases and patterns to identify the most frequently recurring and reused keywords from each data source, while correcting for uncommon and outlier results. Various heuristic methodologies are then applied to ultimately create two top 20 lists of the most important and significant skills, certificates and requirements found within Senior Data Analyst job postings and resumes. We then merge the two lists together and use a combination of statistics and rules-based scenarios to create a list that is audited by the Marketplace Research team, and finally turned into the checklist you see below. Our hope is that knowing this information can help you make your best impression with your next potential employer.
Uncommon Keywords on Senior Data Analyst Resumes
Job Descriptions
Resumes
25%
50%
75%
100%
Communication Skills
Innovation
Computer Science
Detail Oriented
Employer job listings frequently list Communication Skills, Innovation, Computer Science or Detail Oriented as requirements in Senior Data Analyst job descriptions; however, candidates mention them far less frequently on their resumes. If you possess any or all of these experiences, including these keywords prominently on your resume when applying for a Senior Data Analyst position may help you stand out more to hiring managers.
Common Keywords on Senior Data Analyst Resumes
Job Descriptions
Resumes
25%
50%
75%
100%
Mathematics
Collaboration
Economics
Statistics
Technical
Data Analytics
Analysis
Data Management
Python
Data Visualization
SQL
Business Intelligence
Data Modeling
Tableau
Project Management
Database
Machine Learning
Data Warehousing
MS Office
Both employer job listings and resumes from people who’ve held the position of Senior Data Analyst tend to always include skills and requirements found in this list. Whether you’ve only got Mathematics, Collaboration, Economics, Statistics, Technical, Data Analytics, Analysis, Data Management, Python, Data Visualization, SQL, Business Intelligence, Data Modeling, Tableau, Project Management, Database, Machine Learning, Data Warehousing or MS Office in your background and experience, make sure to highlight the term prominently on your resume. As a candidate you’ll be competing with many others who are bound to have as many as you (or more!) of these common resume keywords highlighted in their application for a job as a Senior Data Analyst.
Uncommon Keywords on Senior Data Analyst Job Descriptions
Job Descriptions
Resumes
25%
50%
75%
100%
Forecasting
ETL
Microsoft Excel
SQL Server
Employer job listings rarely list Forecasting, ETL, Microsoft Excel or SQL Server as important skills or qualifications in Senior Data Analyst job descriptions. Nevertheless, candidates mention them much more commonly in their resumes. If you possess any or all of these experiences, including these keywords prominently on your resume when applying for a Senior Data Analyst position may go unnoticed or even discounted by hiring managers.

FAQs about Senior Data Analyst Skills and Resume Keywords

What are the most important Senior Data Analyst job skills to have on my resume?

The most common important skills required by employers are Mathematics, Collaboration, Economics, Statistics, Technical, Data Analytics and Analysis. These skills and requirements are just as likely to be mentioned by employers as well as on resumes of people that held a position as a Senior Data Analyst, suggesting that having these keywords on a resume are important for success as a Senior Data Analyst. Additionally, employer Senior Data Analyst job descriptions list Communication Skills as a desirable experience, even though Communication Skills appears 3.99 times less on resumes, suggesting that it's worth considering including this keyword if you possess the experience.

What are the least important Senior Data Analyst job skills to have on my resume?

Although you'd probably love to load up your resume with every possible keyword you can, employers tend to look for the things they specify in the job description. Our analysis suggests that highlighting too prominently terms like Forecasting, ETL, Microsoft Excel and SQL Server may be something to reconsider. These 4 terms appear 2.09, 2.10, 2.45 and 3.10 times less frequently, respectively, than in job descriptions for a Senior Data Analyst role. This implies that highlighting any of these keywords on your resume may not be a great way to impress a potential employer.

How do I make sure my resume has all of the right keywords for a Senior Data Analyst position?

Unless your resume has a good density of the following skills and experience listed, you may not be considered for the role of Senior Data Analyst. Make sure to include a strong showing for the following keywords on your resume:
  • Mathematics
  • Collaboration
  • Economics
  • Statistics
  • Technical
  • Data Analytics
  • Analysis
  • Data Management
  • Python
  • Data Visualization
  • SQL
  • Business Intelligence
  • Data Modeling
  • Tableau
  • Project Management
Additionally employers frequently list the following as desirable qualities in a Senior Data Analyst candidate, but they are far less common on most resumes:
  • Communication Skills
  • Innovation
  • Computer Science
  • Detail Oriented
Finally people who held the position of a Senior Data Analyst and list it on their resume are adding these terms that are less likely to be noticed by employers. You may want to consider downplaying these terms on your Senior Data Analyst application:
  • Forecasting
  • ETL
  • Microsoft Excel
  • SQL Server

Before applying for a Senior Data Analyst job

At ZipRecruiter, we understand better than anyone the importance of using the right keywords to describe your experience — it’s crucial to attracting the right employers! We built our business on the ability to effectively match job seekers with employers using AI-technology that understands your resume and how likely you are to be noticed by a potential future employer. Having a ZipRecruiter profile that showcases your most relevant skills and abilities can help you get recruited into a new role as a Senior Data Analyst. Get started on your journey with a new ZipRecruiter Profile today!