Entry Level Data Analyst Resume No Experience: Sample & How-to

Updated on: November 10, 2023
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Are you a recent graduate or someone looking to transition into a data analyst role but lacking professional experience?

Crafting an entry-level data analyst resume with no experience can be challenging, but it’s not impossible.

In this post, we’ll provide you with a sample resume and a step-by-step guide on how to create a compelling resume that highlights your skills, education, and potential.

Whether you have completed coursework, personal projects, or internships, we’ll help you showcase your abilities and increase your chances of landing that first data analyst position. Let’s dive in!

Sample Resume for Data Analyst With No Experience

Peter Davis
(000) 142-7147
[email protected]
New York, NY

Dedicated and detail-oriented individual with a strong analytical mindset, seeking an entry-level position as a Data Analyst. Bringing a solid foundation in data analysis techniques and tools, including proficiency in SQL and Excel. Eager to apply my skills and contribute to the success of a dynamic team in a data-driven environment.

Bachelor of Business Administration
State University, New York, NY – 2023


Data Analysis of Sales Trends
Analyzed sales data to identify trends and provide insights for optimizing sales strategies. Utilized Excel to perform data cleaning, aggregation, and visualization.

Customer Segmentation Analysis
Conducted segmentation analysis using SQL to categorize customers based on behavior and demographics, providing recommendations for targeted marketing campaigns.


  • Data analysis and visualization
  • SQL and database management
  • Excel and data manipulation
  • Statistical analysis


Data Analyst Intern
ABC Company, New York, NY
Jul 2023 – Nov 2023

  • Assisted in analyzing and interpreting data to identify opportunities for process improvement.
  • Conducted data cleaning and validation for accurate analysis.
  • Created data visualizations to present findings to stakeholders.
  • Completed a number of monthly reports.
  • Performed study on forecasts, demand, income, capital, and expense.

XYZ Company, New York, NY
Jun 2023 – Jul 2023

  • Prepared income and demand presentations in PowerPoint and Excel.
  • Performed marketplace analysis to attain product goals and strategies.
  • Lead the planning, recognition, development, and completion of design and changes to keep product metrics reports.

Introduction to SQL
Online Learning Platform, 2023

Data Analysis with Excel Certification
ABC Online Course Provider, 2022


  • Problem-solving and critical thinking
  • Strong attention to detail
  • Effective communication skills
  • Team collaboration

Strong references available

How to Write an Entry-Level Data Analyst Resume with No Experience?

Writing an entry-level data analyst resume without any prior experience can be challenging, but it’s not impossible. Here are a few tips to help you create a compelling resume:

1. Objective or Summary Statement:
Begin your resume with a strong objective or summary statement that highlights your skills, education, and enthusiasm for the data analysis field. Even though you may not have professional experience, emphasize your determination to learn and contribute.

2. Education:
Showcase your academic background, including your degree, university name, and graduation date. If you achieved any notable academic accomplishments or participated in relevant coursework, be sure to mention them.

3. Coursework and Projects:
Highlight any coursework or projects that demonstrate your analytical skills. For example, if you completed projects involving data analysis, statistics, or programming languages such as Python or R, mention them to showcase your practical knowledge.

4. Skills:
List the technical and soft skills that are relevant to the data analysis field. Include skills like data manipulation, statistical analysis, data visualization, problem-solving, and critical thinking. Don’t forget to mention any software or tools you are familiar with, such as Excel, SQL, Tableau, or Power BI.

5. Certifications and Online Courses:
If you have pursued any certifications or completed online courses related to data analysis, include them in a separate section. This demonstrates your proactive approach to learning and acquiring relevant skills.

6. Internships or Volunteer Work:
If you have participated in internships or volunteered in roles that involved data analysis tasks, include them in your experience section. Even if they are not directly related to data analysis, highlight any transferable skills you gained during those experiences.

7. Projects or Personal Works:
If you have worked on personal data analysis projects or contributed to open-source projects, showcase them. This highlights your initiative, passion, and ability to apply your skills outside of traditional work settings.

8. Relevant Extracurricular Activities:
Mention any relevant extracurricular activities or memberships in data-related clubs or organizations. This demonstrates your active engagement in the field and your commitment to continuous learning.

9. References:
If you have any references available, consider including them. These can be professors, mentors, or supervisors who can vouch for your abilities and work ethic.

Keep your resume concise, well-structured, and visually appealing. Tailor it to each specific job application, focusing on the skills and qualifications mentioned in the job description. With a well-crafted resume, you can showcase your potential and increase your chances of landing an entry-level data analyst position.


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