ATS-friendly • 0-1 years

Resume for Data Analyst Fresher

A ready-to-use Resume for Data Analyst Fresher with sample summary, work bullets, must-have sections, and a recruiter-tested ATS-friendly template.

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Pooja Joshi
Data Analyst • Fresher • pooja.joshi@gmail.com • +91 ••••• •••••
Summary

Recent graduate aspiring to a Data Analyst role, with academic exposure to SQL (advanced), Python (Pandas, NumPy), Excel (pivot, VLOOKUP, Power Query) through coursework, internships, and projects. Eager to apply foundational skills, learn fast, and contribute reliably from day one in a structured Tech team.

Experience
  • Completed a 3-month internship applying SQL (advanced) on real client work; recognised by the supervisor for accuracy and ownership.
  • Delivered an academic capstone project using Python (Pandas, NumPy), presented to a faculty panel and scored among the top 5 in the cohort.
  • Self-learned Excel (pivot, VLOOKUP, Power Query) through 40+ hours of online coursework and 2 portfolio projects published on GitHub / Behance / personal blog.
  • Volunteered for a tech task force in the college fest, coordinating with 6 teammates and 3 vendor stakeholders.
Skills
SQL (advanced), Python (Pandas, NumPy), Excel (pivot, VLOOKUP, Power Query), Power BI / Tableau, Communication
Education
B.Tech, 2026
Certifications
SQL, Python
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Who is this resume example for?

This page is for fresher candidates (0-1 years) targeting Data Analyst roles in Tech. Recent graduates and entry-level candidates with 0-1 years of professional experience. Emphasis on education, internships, projects, and transferable skills.

Average Data Analyst Salary in India (Fresher)

₹4–8 LPAtypical CTC for a fresher Data Analyst (0-1 years) in Tier-1 Indian cities

Based on current market research and 2026 industry salary trends for this role. Figures are indicative — actual pay varies by company, city, and skills.

Sample Data Analyst Fresher resume

The same real content on this page, shown in 4 different template styles — pick the one that fits. Tap or hover to pause.

Pooja Joshi
Data Analyst — Fresher
SQL
PYTHON
EXCEL
+91 ••••• ••••• pooja.joshi@gmail.com linkedin.com/in/poojajoshi Ahmedabad
Professional Summary

Recent graduate aspiring to a Data Analyst role, with academic exposure to SQL (advanced), Python (Pandas, NumPy), Excel (pivot, VLOOKUP, Power Query) through coursework, internships, and projects. Eager to apply foundational skills, learn fast, and contribute reliably from day one in a structured Tech team.

Internship & Projects
Data Analyst Intern
Jun 2025 – Aug 2025 (3 months)
Quantum Edge Technologies · Pune
  • Completed a 3-month internship applying SQL (advanced) on real client work; recognised by the supervisor for accuracy and ownership.
  • Delivered an academic capstone project using Python (Pandas, NumPy), presented to a faculty panel and scored among the top 5 in the cohort.
  • Self-learned Excel (pivot, VLOOKUP, Power Query) through 40+ hours of online coursework and 2 portfolio projects published on GitHub / Behance / personal blog.
  • Volunteered for a tech task force in the college fest, coordinating with 6 teammates and 3 vendor stakeholders.
Key Achievements
Delivered measurable impact in Tech — recognised for results, not just activity.
0-1 years of hands-on experience applying SQL (advanced) and Python (Pandas, NumPy) to real business problems.
Collaborated with cross-functional teams on tech initiatives during internships and coursework.
Trained and proficient in SQL and Python.
Skills
SQL (advanced)Python (Pandas, NumPy)Excel (pivot, VLOOKUP, Power Query)Power BI / TableauStatistics & A/B testingData warehousing (BigQuery, Snowflake)CommunicationProblem Solving
Education
B.Tech
Christ University Bengaluru, 2026
Certifications
SQL, Python
Languages
English
Hindi
Modern TechUse this
Pooja Joshi
Data Analyst — Fresher
SQL
PYTHON
EXCEL
+91 ••••• ••••• pooja.joshi@gmail.com linkedin.com/in/poojajoshi Ahmedabad
Professional Summary

Recent graduate aspiring to a Data Analyst role, with academic exposure to SQL (advanced), Python (Pandas, NumPy), Excel (pivot, VLOOKUP, Power Query) through coursework, internships, and projects. Eager to apply foundational skills, learn fast, and contribute reliably from day one in a structured Tech team.

Internship & Projects
Data Analyst Intern
Jun 2025 – Aug 2025 (3 months)
Quantum Edge Technologies · Pune
  • Completed a 3-month internship applying SQL (advanced) on real client work; recognised by the supervisor for accuracy and ownership.
  • Delivered an academic capstone project using Python (Pandas, NumPy), presented to a faculty panel and scored among the top 5 in the cohort.
  • Self-learned Excel (pivot, VLOOKUP, Power Query) through 40+ hours of online coursework and 2 portfolio projects published on GitHub / Behance / personal blog.
  • Volunteered for a tech task force in the college fest, coordinating with 6 teammates and 3 vendor stakeholders.
Key Achievements
Delivered measurable impact in Tech — recognised for results, not just activity.
0-1 years of hands-on experience applying SQL (advanced) and Python (Pandas, NumPy) to real business problems.
Collaborated with cross-functional teams on tech initiatives during internships and coursework.
Trained and proficient in SQL and Python.
Skills
SQL (advanced)Python (Pandas, NumPy)Excel (pivot, VLOOKUP, Power Query)Power BI / TableauStatistics & A/B testingData warehousing (BigQuery, Snowflake)CommunicationProblem Solving
Education
B.Tech
Christ University Bengaluru, 2026
Certifications
SQL, Python
Languages
English
Hindi
ATS ClassicUse this
Pooja Joshi
Data Analyst — Fresher
SQL
PYTHON
EXCEL
+91 ••••• ••••• pooja.joshi@gmail.com linkedin.com/in/poojajoshi Ahmedabad
Professional Summary

Recent graduate aspiring to a Data Analyst role, with academic exposure to SQL (advanced), Python (Pandas, NumPy), Excel (pivot, VLOOKUP, Power Query) through coursework, internships, and projects. Eager to apply foundational skills, learn fast, and contribute reliably from day one in a structured Tech team.

Internship & Projects
Data Analyst Intern
Jun 2025 – Aug 2025 (3 months)
Quantum Edge Technologies · Pune
  • Completed a 3-month internship applying SQL (advanced) on real client work; recognised by the supervisor for accuracy and ownership.
  • Delivered an academic capstone project using Python (Pandas, NumPy), presented to a faculty panel and scored among the top 5 in the cohort.
  • Self-learned Excel (pivot, VLOOKUP, Power Query) through 40+ hours of online coursework and 2 portfolio projects published on GitHub / Behance / personal blog.
  • Volunteered for a tech task force in the college fest, coordinating with 6 teammates and 3 vendor stakeholders.
Key Achievements
Delivered measurable impact in Tech — recognised for results, not just activity.
0-1 years of hands-on experience applying SQL (advanced) and Python (Pandas, NumPy) to real business problems.
Collaborated with cross-functional teams on tech initiatives during internships and coursework.
Trained and proficient in SQL and Python.
Skills
SQL (advanced)Python (Pandas, NumPy)Excel (pivot, VLOOKUP, Power Query)Power BI / TableauStatistics & A/B testingData warehousing (BigQuery, Snowflake)CommunicationProblem Solving
Education
B.Tech
Christ University Bengaluru, 2026
Certifications
SQL, Python
Languages
English
Hindi
Professional BlueUse this
Pooja Joshi
Data Analyst — Fresher
SQL
PYTHON
EXCEL
+91 ••••• ••••• pooja.joshi@gmail.com linkedin.com/in/poojajoshi Ahmedabad
Professional Summary

Recent graduate aspiring to a Data Analyst role, with academic exposure to SQL (advanced), Python (Pandas, NumPy), Excel (pivot, VLOOKUP, Power Query) through coursework, internships, and projects. Eager to apply foundational skills, learn fast, and contribute reliably from day one in a structured Tech team.

Internship & Projects
Data Analyst Intern
Jun 2025 – Aug 2025 (3 months)
Quantum Edge Technologies · Pune
  • Completed a 3-month internship applying SQL (advanced) on real client work; recognised by the supervisor for accuracy and ownership.
  • Delivered an academic capstone project using Python (Pandas, NumPy), presented to a faculty panel and scored among the top 5 in the cohort.
  • Self-learned Excel (pivot, VLOOKUP, Power Query) through 40+ hours of online coursework and 2 portfolio projects published on GitHub / Behance / personal blog.
  • Volunteered for a tech task force in the college fest, coordinating with 6 teammates and 3 vendor stakeholders.
Key Achievements
Delivered measurable impact in Tech — recognised for results, not just activity.
0-1 years of hands-on experience applying SQL (advanced) and Python (Pandas, NumPy) to real business problems.
Collaborated with cross-functional teams on tech initiatives during internships and coursework.
Trained and proficient in SQL and Python.
Skills
SQL (advanced)Python (Pandas, NumPy)Excel (pivot, VLOOKUP, Power Query)Power BI / TableauStatistics & A/B testingData warehousing (BigQuery, Snowflake)CommunicationProblem Solving
Education
B.Tech
Christ University Bengaluru, 2026
Certifications
SQL, Python
Languages
English
Hindi
Minimal ModernUse this

Full-size preview — Modern Tech

Pooja Joshi
Data Analyst — Fresher
SQL
PYTHON
EXCEL
+91 ••••• ••••• pooja.joshi@gmail.com linkedin.com/in/poojajoshi Ahmedabad
Professional Summary

Recent graduate aspiring to a Data Analyst role, with academic exposure to SQL (advanced), Python (Pandas, NumPy), Excel (pivot, VLOOKUP, Power Query) through coursework, internships, and projects. Eager to apply foundational skills, learn fast, and contribute reliably from day one in a structured Tech team.

Internship & Projects
Data Analyst Intern
Jun 2025 – Aug 2025 (3 months)
Quantum Edge Technologies · Pune
  • Completed a 3-month internship applying SQL (advanced) on real client work; recognised by the supervisor for accuracy and ownership.
  • Delivered an academic capstone project using Python (Pandas, NumPy), presented to a faculty panel and scored among the top 5 in the cohort.
  • Self-learned Excel (pivot, VLOOKUP, Power Query) through 40+ hours of online coursework and 2 portfolio projects published on GitHub / Behance / personal blog.
  • Volunteered for a tech task force in the college fest, coordinating with 6 teammates and 3 vendor stakeholders.
Key Achievements
Delivered measurable impact in Tech — recognised for results, not just activity.
0-1 years of hands-on experience applying SQL (advanced) and Python (Pandas, NumPy) to real business problems.
Collaborated with cross-functional teams on tech initiatives during internships and coursework.
Trained and proficient in SQL and Python.
Skills
SQL (advanced)Python (Pandas, NumPy)Excel (pivot, VLOOKUP, Power Query)Power BI / TableauStatistics & A/B testingData warehousing (BigQuery, Snowflake)CommunicationProblem Solving
Education
B.Tech
Christ University Bengaluru, 2026
Certifications
SQL, Python
Languages
English
Hindi
Use this template

Ready-to-copy resume summary

Recent graduate aspiring to a Data Analyst role, with academic exposure to SQL (advanced), Python (Pandas, NumPy), Excel (pivot, VLOOKUP, Power Query) through coursework, internships, and projects. Eager to apply foundational skills, learn fast, and contribute reliably from day one in a structured Tech team.

Sample work / project bullet points

  • 1Completed a 3-month internship applying SQL (advanced) on real client work; recognised by the supervisor for accuracy and ownership.
  • 2Delivered an academic capstone project using Python (Pandas, NumPy), presented to a faculty panel and scored among the top 5 in the cohort.
  • 3Self-learned Excel (pivot, VLOOKUP, Power Query) through 40+ hours of online coursework and 2 portfolio projects published on GitHub / Behance / personal blog.
  • 4Volunteered for a tech task force in the college fest, coordinating with 6 teammates and 3 vendor stakeholders.
  • 5Earned certifications in SQL (advanced) and Python (Pandas, NumPy) from recognised platforms (Coursera, NPTEL, or vendor-led).

Must-have sections for this Resume

  • Professional Summary
  • Education (with CGPA)
  • Internships
  • Academic Projects
  • Technical Skills
  • Certifications
  • Languages

Top skills to include

Hard skills
Soft skills

Common mistakes to avoid

Mistake #1
Using a fancy two-column or graphic-heavy template — most ATS parsers strip them and your resume becomes blank.
Mistake #2
Listing soft skills like 'hardworking' and 'team player' without any evidence in the experience bullets.
Mistake #3
Generic, copy-pasted summary that could apply to any tech candidate — yours should make the level and specialisation obvious in the first 2 lines.
Mistake #4
Skipping internships, articleship, or unpaid stints because they 'weren't real jobs'. They are the most important section of a fresher resume.
Mistake #5
Listing every school subject from Class 10 onwards. Recruiters only care about your highest qualification + CGPA / percentage.
Mistake #6
Missing the role-specific keywords (SQL, Python, Excel) — these are the #1 ATS filters for Data Analyst roles.

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Frequently asked questions

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