Experienced professionals · 7 years, M.Sc Maths

Data analyst, career switch from teaching resume sample

A complete, ready-to-edit resume for teachers and other professionals moving into data analysis after a course and projects. It fits on one page, follows the format Indian employers expect, and every line below is yours to copy or change.

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Swati Kulkarni

Data Analyst · Bengaluru, Karnataka

Professional Summary

Maths teacher of 6 years moving into data analysis. Completed a data analytics programme, built 4 projects on real data and spent a year as the school's data lead, turning exam results into reports the principal used to plan extra classes. Clear at explaining numbers to non-experts.

Skills

Analysis

  • SQL
  • Excel
  • Python (pandas)
  • statistics

Reporting

  • Power BI
  • Tableau basics
  • presenting to non-technical people

From teaching

  • explaining clearly
  • planning
  • working with deadlines

Projects

  • Bengaluru house prices

    Python, pandas, scikit-learn

    Cleaned 13,000 listings and explained what drives price per sq ft by area.

  • Retail sales dashboard

    SQL, Power BI

    Sales, returns and margin by region with month-on-month trends.

Work experience

Data Analyst – Academic Results, Greenfield International School

Bengaluru · Jun 2024 – Present

  • Built a Power BI dashboard of results for 1,400 students across 3 terms.
  • Found 120 students slipping in maths; extra classes lifted their pass rate from 68% to 89%.

Mathematics Teacher (Classes 8–12), Greenfield International School

Bengaluru · Jun 2018 – May 2024

  • Taught maths and statistics; 100% board pass rate for 4 years.

Education

  • M.Sc Mathematics

    Bangalore University · Bangalore University · 74% · 2015 – 2017

Certifications

  • Google Data Analytics Professional Certificate – Google / Coursera (2023)
  • Microsoft Certified: Power BI Data Analyst Associate (PL-300) – Microsoft (May 2024 – May 2026)

Languages Known

  • Marathi – Native
  • Kannada – Fluent
  • English – Fluent
  • Hindi – Fluent

Tips for data and analytics resumes

  • Name your tools (SQL, Python, Excel, Power BI, Tableau) and the size of the data you worked with.
  • Give one or two results in numbers: a report that saved time, a model's accuracy, a decision it changed.
  • Link a portfolio, Kaggle or GitHub with real analyses.
  • Before you apply, paste the job advert into Dossier4u's ATS check: it lists the skills, years and qualifications the advert asks for that your resume does not show yet.

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