Career path

Data Analyst

Turn a business's spreadsheets and databases into reports and dashboards that somebody makes a decision from.

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The skills, level by level

Entry: Excel, Data Handling, Data Preparation, SQL
Intermediate: Data Visualisation, Power BI, Statistical Analysis, Presentation Skills
Advanced: Python, Pandas & NumPy, Tableau, Looker Studio, Database Design

Tools you will use: Microsoft Excel, SQL, Power BI, Tableau, Looker Studio, Python.

Start free

Self-paced, no fee. Each ends with a Statement of Participation when you pass its quizzes.

Go further with a programme

On campus in Faisalabad, or live online from anywhere in Pakistan.

Data Analytics · PKR 80,000 · 3 Months · 240 contact hours
Python Programming · PKR 60,000 · 3 Months · 240 contact hours

Projects

Briefs from the BvLogic project bank. A trainer signs each one against acceptance criteria fixed before you start.

Automate a manual Excel workflow · foundation

Take a job somebody does by hand every week and make it take a minute.

Build a dashboard somebody makes a decision from · intermediate

Not a page of charts. One question, answered well enough to act on.

Answer a real question with real data · intermediate

A written analysis that states its own limits.

Portfolio checklist

A dashboard built on a real or public dataset, that opens with the question it answers
A short report with three findings and the evidence for each
SQL queries you wrote, saved with a note on what each one returns
A cleaned dataset beside the raw one, with the cleaning steps listed

Interview preparation

Excel: lookups, pivot tables and cleaning messy data
SQL: joins, grouping and filtering, written live
Choosing the right chart for a question
Explaining a finding to someone who does not work with data
Averages, medians and when a difference is real

Job titles to search for

Junior Data Analyst · Data Analyst · MIS Executive · Business Intelligence Analyst · Reporting Analyst

Who hires for this

Banks and insurance companies · Telecom companies · Retail and FMCG companies · Textile and manufacturing firms · Software houses · NGOs and development projects

Types of employer, not a list of companies. We name no employer we have not researched.

External certifications

Microsoft Certified: Power BI Data Analyst Associate, PL-300 (Microsoft, external)
Google Data Analytics Professional Certificate (Google, external)
Tableau Certified Data Analyst (Tableau, external)

Set and examined by the organisations named. BvLogic Academy does not issue them; you book and pay for the exam with that organisation.

Salary reference

Data scientist, Entry (data analyst, 0 to 2 years): Rs 60,000 to Rs 100,000 a month, as Indeed Pakistan, junior data analyst (12 salaries) reported it, read on 3 Aug 2026. Source

Every band, city and source is on the full page: Data scientist salary in Pakistan.

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