Data analysis has become one of the faster-growing career tracks in Pakistan as more companies — from banks to e-commerce startups — build out teams to make sense of their data.
Core Tools to Learn
Start with Excel (still widely used and often underestimated), then move to SQL, which is essentially non-negotiable for this role since most business data lives in databases. From there, Python (with pandas) or R for deeper analysis, and a visualization tool — Power BI or Tableau — round out a competitive skill set.
Education Background
Data analysts come from varied academic backgrounds — computer science, statistics, economics, and business degrees are all common starting points. What matters more to employers is demonstrated ability to work with real data and communicate findings clearly, which a degree alone doesn't prove.
Building a Portfolio
Work through public datasets (government open data, Kaggle datasets) and produce a few complete analyses: a clear question, your process, and a visual dashboard or report with a conclusion. This is far more convincing to employers than a list of tools you've "learned."
Entry Points
Many data analysts start in adjacent roles — as a business analyst, marketing analyst, or even in operations — and move into a dedicated data analyst title once they've demonstrated the relevant skills on the job.
Salary Expectations
See current Data Analyst salaries by city for up-to-date figures.