Nour Ibrahim
Data analyst with 4 years of experience turning sales and operations data into clear dashboards and recommendations. Skilled in SQL, Power BI and Python, with a track record of automating reports and finding cost savings.
- Built 12 Power BI dashboards used weekly by sales and operations managers
- Automated monthly reporting with SQL and Python, saving 20 hours per month
- Analysed churn data and identified segments behind 35% of cancellations
- Designed A/B tests for the payment page and reported results to product teams
- Cleaned and merged sales data from 4 systems into one reporting database
- Prepared weekly KPI reports in Excel for regional managers
- Found pricing errors that recovered EGP 1.2M in lost revenue
- Grade: Very Good
SQL • Power BI • Advanced Excel • Python (pandas) • Data visualization • Data cleaning • A/B testing • Statistics • Stakeholder reporting
Arabic (Native) • English (Fluent)
Data Analyst CV summary examples
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Data Analyst CV bullet points
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- Built interactive Power BI dashboards tracking sales, margin and inventory KPIs
- Wrote SQL queries to extract and combine data from multiple databases
- Automated recurring Excel reports with Python, cutting preparation time by 70%
- Analysed customer behaviour to support marketing and retention decisions
- Cleaned and validated large datasets to improve report accuracy
- Designed and analysed A/B tests and presented clear recommendations
- Defined KPIs with stakeholders and documented metric definitions
- Forecast monthly demand using historical sales data
- Presented findings to senior management in clear visual summaries
- Trained business users on self-service dashboards
Top skills for a data analyst CV
Choose the skills you really have and that the job ad asks for.
Tips for writing a data analyst CV
- Name your tools exactly (SQL, Power BI, Python); ATS systems search for them word for word.
- Show the impact of your analysis: "Found the cause of 35% of cancellations" beats "Analysed customer data".
- Add a portfolio or GitHub link with a real dashboard or analysis project.
- Graduates: a project on a public dataset (e.g. Kaggle) can make up for experience.
- Certificates such as Google Data Analytics or PL-300 help at the screening stage.
Frequently asked questions
What should an entry-level data analyst CV include?
Analysis projects on real or public data with links, the tools you actually use, courses and certificates, and any internship or role involving numbers and reports.
Power BI or Tableau?
List the one you really use. If the job asks for a specific tool and you know it, put it first.
Do I need Python?
Not for every role, but SQL and Excel are essential. If you use Python, say what for (data cleaning, report automation).
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