June 28, 2024

How to Build an ATS-Friendly Resume for a Data Analyst Fresher in 2024

Here is a step by step guide to tailor your resume

In today’s competitive job market, an ATS (Applicant Tracking System) friendly resume is crucial for landing your dream job as a data analyst. ATS systems scan resumes for keywords and formats that match job descriptions, so ensuring your resume is optimized can significantly increase your chances of getting noticed. In this blog post, we’ll cover how to build an ATS-friendly resume for a data analyst fresher, including tips and examples that are trending for 2024 job search articles.

1. Start with the Basics

Ensure your contact information is clear and easy to find. This includes your name, phone number, email, and LinkedIn profile.


John Doe

Phone: (555) 123-4567



2. Professional Summary

Write a concise professional summary tailored to the job you are applying for. Highlight your data analysis skills and any relevant experience.


“Aspiring data analyst with a solid foundation in data manipulation, statistical analysis, and data visualization. Proficient in Python, SQL, and Excel. Eager to leverage analytical skills to drive business insights and support data-driven decision-making.”

3. Showcase Your Skills

List both your technical and soft skills. Ensure these match the job description to pass ATS scans.


Technical Skills:

- Programming Languages: Python, SQL, R

- Data Analysis Tools: Pandas, NumPy, Jupyter

- Data Visualization: Tableau, Matplotlib, Seaborn

- Statistical Analysis: Regression analysis, Hypothesis testing

- Database Management: MySQL, MongoDB

Soft Skills:

- Critical Thinking

- Problem Solving

- Attention to Detail

- Strong Communication

4. Highlight Your Education

Keep this section straightforward with details of your degree, institution, and graduation date.


“Bachelor of Science in Statistics | University of Data Science | May 2023”

5. Emphasize Relevant Projects

Detail your academic or personal projects. Highlight the problem you addressed, the methods used, and the outcomes.


Customer Segmentation Analysis | University Project | January 2023 - March 2023

- Applied clustering algorithms to segment customers based on purchasing behavior, leading to targeted marketing strategies and a 10% increase in engagement.

Sales Forecasting Model | Personal Project | September 2022 - December 2022

- Developed a time-series forecasting model to predict quarterly sales, improving accuracy by 15%.

6. Include Certifications

Certifications can enhance your resume by showcasing your commitment to your career.


-Microsoft Certified: Azure Data Analyst Associate | May 2024

7. Use Relevant Keywords

Tailor your resume for each application by incorporating keywords from the job description. This increases the chances of your resume being flagged by ATS.

8. Proofread Carefully

Ensure your resume is free of typos and grammatical errors. A well-proofread resume reflects attention to detail.

Sample Data Analyst Fresher Resume (ATS friendly)

Make sure to use ".docx" or ".pdf" after checking the template as these are commonly accepted by ATS systems.

Resume Template Here
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