Analytics & BI
For students using SQL, Python, statistics or business reasoning to turn data into decisions. Relevant work can sit in analytics, operations, product, finance or consulting.
Explore this path →Career paths
Start with the work you want to do.
Your skills can lead to more than one job title. Explore a direction, check the entry requirements and build a shortlist around your stage.
Product & AI Product
For students interested in product decisions, technical delivery and AI-powered user experiences. Start by separating student programs from roles that expect prior ownership.
Explore this path →Risk & Quant
For students applying mathematics, statistics, programming or financial reasoning to risk and investment decisions. Risk analysis and quantitative research can have very different entry requirements.
Explore this path →Consulting
For students who want to solve business problems with analysis, technology or structured reasoning. Generalist, analytics and implementation tracks can draw on overlapping skills while recruiting differently.
Explore this path →One direction is a starting point.
These guides organize existing research. They do not predict your eligibility or confirm that a company will sponsor you. Every role still needs its own evidence check.