Data analyst fresher resume example

An entry-level analyst resume built around SQL, spreadsheets, Python and clearly explained analysis projects.

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Diya Shah

Data analyst fresher

diya@example.com · Ahmedabad, India

Summary

Statistics graduate seeking an entry-level data analyst role. Used SQL, Excel and Python in independent projects to clean transaction data, define reporting metrics and explain findings with reproducible notebooks and dashboards.

Projects

Retail sales analysis

Public practice dataset; SQL, Excel, Power BI

  • Cleaned duplicate orders and missing product categories, and documented the rules used before calculating sales metrics.
  • Wrote SQL queries for monthly sales, repeat purchases and category mix; checked totals against spreadsheet pivot tables.
  • Built a dashboard with date and category filters and explained seasonal patterns without claiming real business revenue gains.

City air-quality exploration

Open-data practice project; Python, pandas, matplotlib

  • Combined daily observations, checked missing readings and compared monthly pollutant trends in a notebook.
  • Visualised seasonal changes and noted that missing sensor data limits comparisons between locations.

Education

B.Sc in Statistics

Example College of Science

2023 – 2026

Relevant coursework: Probability, Statistical Inference, Regression Analysis.

Skills

Analysis: SQL, Excel, Python, pandas, Data cleaning, Exploratory data analysis

Reporting: Power BI, Pivot tables, matplotlib, Data visualisation