#1Entry-friendly
Data Analyst
Turns raw business data into reports, dashboards and answers that guide everyday decisions.
SQLExcelPower BIStatistics
#2Entry-friendly
Business Data Analyst
Connects operational data to management decisions — KPI reporting, trends and stakeholder support across finance, sales and operations.
SQLExcelPower BIBusiness acumen
#3Entry-friendly
Business Intelligence (BI) Analyst
Owns the metrics, reporting logic and dashboards people use to make decisions — not just charts, but trusted numbers.
Power BIDAXSQLData modelling
#4Entry-friendly
Reporting Analyst
Produces the recurring management reports and MIS packs that keep organisations running — a classic first data job.
ExcelSQLPower BIAttention to detail
#5Entry-friendly
MIS Executive
Manages management-information systems and daily/weekly reporting — very common entry point in Pakistani banks, telecoms and factories.
ExcelSQLReportingVBA basics
#6Entry-friendly
Marketing Analyst
Measures campaigns, customer segments and ad performance so marketing budgets are spent where they work.
ExcelSQLDashboardsMeta/Google Ads data
#7Entry-friendly
Financial Analyst
Analyses revenue, costs and forecasts; increasingly expected to know BI tools alongside finance knowledge.
ExcelPower BIForecastingAccounting basics
#8Entry-friendly
Operations Analyst
Finds inefficiencies in supply chains, logistics and day-to-day operations using data.
ExcelSQLProcess mappingPower BI
#9
Product Analyst
Studies how users behave inside apps and websites, runs experiments and guides product decisions.
SQLA/B testingProduct metricsPython
#10Entry-friendly
Junior Business Analyst
Bridges business teams and developers — gathers requirements, documents processes and validates solutions with data.
RequirementsExcelSQL basicsCommunication
#11
BI Developer
Builds the semantic models, warehouses and dashboard systems behind business intelligence — more technical than a BI analyst.
SQLPower BI/TableauData modellingETL
#12
Data Visualization Specialist
Designs the dashboards and visual stories that make complex data understandable at a glance.
Power BITableauDesign principlesDAX
#13
Data Scientist
Builds predictive models and statistical analyses to answer questions dashboards can't — among the fastest-growing occupations worldwide.
PythonStatisticsMachine learningSQL
#14
Machine Learning Engineer
Takes models out of notebooks and into production systems that serve real users at scale.
PythonML frameworksDeploymentSoftware engineering
#15
Quantitative Analyst
Applies advanced statistics and modelling in banking, risk and investment — strong maths required.
StatisticsPythonModellingFinance
#16
AI Analyst
Evaluates, prompts and integrates AI tools into business workflows — a fast-emerging role.
PythonLLM toolsEvaluationSQL
#17
Data Engineer
Builds the pipelines and platforms that move, clean and store data so analysts and scientists can use it.
PythonSQLETL/ELTAirflowCloud
#18
Analytics Engineer
Sits between data engineering and analysis — models clean, tested datasets with tools like dbt.
SQLdbtData modellingGit
#19
ETL Developer
Designs the extract-transform-load jobs that feed warehouses and reports every night.
SQLETL toolsPythonScheduling
#20
Database Administrator (DBA)
Keeps databases fast, secure and backed up — the guardians of an organisation's data.
SQLPostgreSQL/SQL ServerSecurityPerformance tuning