Business Analytics
An analytics-leaning business degree — outcomes hinge on SQL/Excel proof and business questions, not tool logos.
Where this leads
The confusion, addressed honestly
Business Analytics branding creates certificate addiction: Power BI + Python logos with no business question answered. Hiring wants a metric definition, a dirty dataset you cleaned, and a recommendation someone could use. Competing with engineering data grads is real — win on domain + communication. One sharp dashboard tied to a decision beats five Kaggle clones you can't explain. Campus drives still reward clear ownership stories over buzzword lists.
Role paths
Actuarial Analyst Trainee
Supports pricing, reserving, or experience analysis with data and actuarial methods.
Analytics Associate
Supports experimentation, funnel metrics, and insight generation for business teams.
Business Data Analyst
Turns business questions into analyses, dashboards, and recommendations.
Business Operations Associate
Improves operating rhythms — dashboards, reviews, and cross-functional projects.
Business Project Coordinator
Coordinates timelines, stakeholders, and documentation for business projects and launches.
Commercial Analyst
Analyzes pricing, revenue, margins, and commercial performance drivers.
Consulting Analyst
Supports client problem-solving with research, analysis, and slide narratives.
Digital Marketing Executive
Runs digital channels — ads, SEO/SEM support, email, and analytics reporting.
Economic Research Associate
Supports economic research with data gathering, literature notes, and analysis.
Excel Analyst
Delivers analysis and reporting primarily through advanced spreadsheets.
Financial Analyst
Builds models, variance commentary, and decision support for finance or business teams.
FP&A Analyst
Supports budgeting, forecasting, and management reporting cycles.
Graduate Trainee
Entry campus role for commerce graduates across finance, ops, sales, or shared services.
Management Trainee
Campus rotational or team-assigned trainee role learning business operations end-to-end.
Market Research Associate
Runs surveys, desk research, and insight summaries for marketing or strategy teams.
MIS Executive
Builds recurring management reports and data packs for leadership reviews.
Performance Marketing Associate
Owns paid acquisition experiments with clear unit economics and creative tests.
Power BI Analyst
Builds BI dashboards and semantic models for business self-serve reporting.
Product Marketing Associate
Supports positioning, launch messaging, and sales enablement for a product.
Risk Analyst
Supports market, credit, or operational risk monitoring and reporting.
Sales Executive
Generates and closes sales through outreach, demos, and follow-ups against targets.
SEO Executive
Improves organic search performance through content, technical hygiene, and measurement.
Underwriting Trainee
Supports risk assessment for insurance applications using guidelines and data.
Map your own path
We'll pre-fill your starting point as a Business Analytics student.