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Data Analyst resume example & writing guide

A career in data analysis can be exceptionally rewarding. It requires a special kind of individual who is passionate about collecting, cleaning, and interpreting data sets to answer a question or solve a problem. They work in many industries, including business, finance, criminal justice, science, medicine, and government.

If you are looking to leverage your skills in statistical analysis to help leaders make informed business decisions, your resume must convey your ability to add value to an organization through interpreting complex data.

This article will show you exactly how to write a strong data analyst resume so you can impress hiring managers and land an exciting new role in data analysis.   

We discuss:

  • What a data analyst resume should include

  • How to structure the summary, work history, and education sections

  • Adding relevant key skills to your data analyst resume

  • Choosing the right resume template for a data analyst

What should your data analyst resume include?   

Data analysts are experts at using data sources along with tools such as databases and spreadsheets to process and interpret data via various methods. That said, your resume should reflect the skills needed to provide leaders with the insight they need to make sound business decisions.

A data analyst’s primary focus is to analyze large datasets to uncover insights, trends, and patterns that can aid decision-making processes. Any details of past experiences that emphasize your ability to apply statistical methods to interpret data and derive meaningful conclusions should be incorporated into your resume in a well-organized format.

This guide will help you craft a comprehensive document that conveys your proficiency in analyzing numerical information with clarity.

Here is a list of items to include in your data analyst resume:

  • Your contact details

  • Opening summary

  • Key areas of expertise

  • Overview of your employment history

  • Educational background and qualifications

How to craft the professional summary

Your goal with the opening summary is to showcase your potential business impact, draw the reader’s attention, and demonstrate your ability to excel in the role. Thus, a strong professional summary for a data analyst emphasizes their ability to improve the company with their ability to inform strategic decision-making, drive operational efficiency, reduce costs, or minimize risks through data interpretation.

In no more than five lines, this is your opportunity to emphasize key achievements and relevant qualifications in a compelling way to build intrigue and excitement to read on.

Soft skills like presenting business-critical information to senior leadership in understandable terms are also key selling points that should be incorporated into the summary section. A brief mention of any specific degree or background in technology will strengthen your summary as well.  

Following the opening paragraph, dedicate a section for key skills essential for a data analyst. Here, you can highlight your knowledge of industry-related concepts like data cleaning and preparation, statistical analysis, data visualization, predictive modeling, and database management.

Data Analyst Summary Example

Adaptable, tech-savvy data analytics professional with six years’ experience informing strategic decision-making, driving operational efficiency, reducing costs, and lowering risks. Leverage recent MSc in Business Analytics coupled with IT background to collect, manipulate, and validate data from primary and secondary sources, whilst interpreting and presenting information to senior leadership in understandable terms. Compare results of analysis against set plans to monitor performance, outlining remedial plans and interventions.

How should you describe your work experience as a data analyst?   

Start crafting your work experience by listing your previous roles with details on employment dates, locations, and company names in reverse chronological order. This is important as hiring officials tend to focus on your most recent experiences. 

For each job entry, add a short paragraph explaining your daily duties. Directly following, create a bulleted list of accomplishments to draw the readers’ eye to important aspects of your contributions.

Provide specific examples of how your ability to process data led to improvements within the organization. Use quantifiable achievements, such as money savings, productivity boosts, raises in customer satisfaction scores, or efficiency increases.

Here's a quick accomplishment example for a data analyst: 

  • Boosted performance 20% on behalf of clients by recommending process improvements based on insights gained from in-depth data analytics. 

Data Analyst Employment History Example

Data Analyst at Weatherford Oil Tools M.E. LTD., India 2018-2020

  • Guided decision-making by collecting, interpreting, and presenting quality data in clear, timely manner.

  • Synthesised reporting for leadership team by engineering key performance indicator (KPI) dashboard via Microsoft Power BI.

  • Maximised ability to execute well plans worth $18M by designing, embedding, and monitoring said plans.

  • Updated and maintained databases by gathering and validating data from primary and secondary resources, whilst optimising statistical efficiency and accuracy through utilisation of data collection systems and strategies. 

  • Generated c. $800K in cost savings per project for clients by analysing and reporting technical data in understandable terms; surpassed target by 120%.

  • Cut losses 97% by leveraging statistical techniques to organise and analyse data utilised to identify potential roadblocks and risks. 

  • Drove operational efficiency by researching industry trends and integrating best practices which improved productivity 40%.

  • Boosted performance 20% on behalf of clients by recommending process improvements based on insights gained from in-depth data analytics. 

Reporting Analyst at Jindal Drilling and Industries LTD., India. 2014-2018

  • Shaped and tracked the trajectory of the company by applying various procedures and strategies to collect, organise, and inspect data.

  • Adapted trajectory plan according to market shifts, recommending remedial plans of action and interventions as required.

  • Exceeded expectations by utilising data to facilitate completion of projects with zero equipment losses or downtime.

Include an education section in your data analyst resume

In the education section of your data analyst resume, showcase your academic qualifications to stand out. Start with your most recent degree first, listing the name of your degree, the institution, graduation date, and any relevant honors or achievements.

Don’t forget to add certifications, licenses, or endorsements related to special education, showcasing your commitment to professional development. 

Data Analyst Education Example

Master of Science in Business Analytics at Aston University, UK 2022.

Bachelor of Science in Computer Science Engineering at Sir Padampat Singhania University, India, 2014.

Which key skills are relevant for a data analyst resume?

Crafting a compelling data analyst resume involves showcasing a diverse set of skills essential for success in the role. In addition to hard skills like predictive modeling, and statistical analysis, be sure to demonstrate soft skills like strong communication and collaboration.

When adding relevant skills, remember to not only list them under the core competencies or key skills section but sprinkle them throughout your work experience so recruiters know when and where you have applied those skills in a practical work setting.  

If you’re unsure about which skills to include, check job postings for data analyst roles and take note of the key phrases that appear in each job description. 

Here is a list of key skills relevant to a data analyst role:

  • Data analysis and interpretation

  • Statistical analysis and modeling

  • Programming skills

  • Database management

  • Data visualization 

How to select the most impactful data analyst resume template

When crafting your data analyst resume, select a clean, reader-friendly template helps recruiters quickly understand your professional journey and key qualifications. A well-structured resume showcases your ability to convey information effectively while emphasizing your expertise.

Discover a wide range of resume templates customized to suit your individual requirements using our resume builder. Find inspiration from our extensive library of 500+ resume samples.

Copyable data analyst resume example

Data Analyst Resume Example

Summary example

Adaptable, tech-savvy data analytics professional with six years’ experience informing strategic decision-making, driving operational efficiency, reducing costs, and lowering risks. Leverage recent MSc in Business Analytics coupled with IT background to collect, manipulate, and validate data from primary and secondary sources, whilst interpreting and presenting information to senior leadership in understandable terms. Compare results of analysis against set plans to monitor performance, outlining remedial plans and interventions. 

Employment history example

Data Analyst at Weatherford Oil Tools M.E. LTD., India 2018-2020

  • Guided decision-making by collecting, interpreting, and presenting quality data in clear, timely manner.

  • Synthesised reporting for leadership team by engineering key performance indicator (KPI) dashboard via Microsoft Power BI.

  • Maximised ability to execute well plans worth $18M by designing, embedding, and monitoring said plans.

  • Updated and maintained databases by gathering and validating data from primary and secondary resources, whilst optimising statistical efficiency and accuracy through utilisation of data collection systems and strategies. 

  • Generated c. $800K in cost savings per project for clients by analysing and reporting technical data in understandable terms; surpassed target by 120%.

  • Cut losses 97% by leveraging statistical techniques to organise and analyse data utilised to identify potential roadblocks and risks. 

  • Drove operational efficiency by researching industry trends and integrating best practices which improved productivity 40%.

  • Boosted performance 20% on behalf of clients by recommending process improvements based on insights gained from in-depth data analytics. 

Reporting Analyst at Jindal Drilling and Industries LTD., India. 2014-2018

  • Shaped and tracked the trajectory of the company by applying various procedures and strategies to collect, organise, and inspect data.

  • Adapted trajectory plan according to market shifts, recommending remedial plans of action and interventions as required.

  • Exceeded expectations by utilising data to facilitate completion of projects with zero equipment losses or downtime.

Education example

Master of Science in Business Analytics at Aston University, UK 2022.

Bachelor of Science in Computer Science Engineering at Sir Padampat Singhania University, India, 2014.

Skills example

  • Business Analysis Planning

  • Management reporting

  • Industry Trends and Insights

  • Data Quality and Accuracy

  • Team Collaboration

  • Client Requirements and Satisfaction

  • Machine Learning Models

Key takeaways for writing a data analyst resume 

  1. A strong data analyst resume should highlight the candidate's ability to add value through interpreting complex data to inform strategic decisions.

  2. Craft a professional summary that emphasizes potential business impact and key achievements in no more than five lines.

  3. Highlight essential skills such as data analysis, statistical modeling, programming, and database management throughout the resume.

  4. Describe work experience with quantifiable achievements and examples of how data analysis led to organizational improvements.

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