{"id":"degree-outcome/bba--finance","kind":"degree-outcome","v":1,"title":"BBA in Finance: first jobs","line":"Most common first roles: Operations 16%, Finance 12%, Intern 10%","aliases":["BBA Finance"],"tags":["degree:bba","branch:finance"],"facts":[{"label":"First role: Operations","value":"16% (n = 9)","trust":"community","source":0},{"label":"First role: Finance","value":"12% (n = 7)","trust":"community","source":0},{"label":"First role: Intern","value":"10% (n = 6)","trust":"community","source":0},{"label":"First role: Entrepreneurship","value":"10% (n = 6)","trust":"community","source":0},{"label":"First role: Marketing & Sales","value":"9% (n = 5)","trust":"community","source":0},{"label":"Profiles behind this","value":"36","trust":"community","source":1},{"label":"Industry: Consulting","value":"27%","trust":"community","source":1},{"label":"Industry: Finance / Banking","value":"18%","trust":"community","source":1},{"label":"Industry: IT / Software","value":"15%","trust":"community","source":1}],"data":{"degree":"BBA","branch":"Finance","firstRoles":[{"role":"Operations","p":0.155,"n":9},{"role":"Finance","p":0.121,"n":7},{"role":"Intern","p":0.103,"n":6},{"role":"Entrepreneurship","p":0.103,"n":6},{"role":"Marketing & Sales","p":0.086,"n":5}],"lookup":{"n":36,"first_roles":[{"role":"Entrepreneurship","pct":17},{"role":"Finance","pct":14},{"role":"Operations","pct":11},{"role":"Leadership / Executive","pct":8},{"role":"Engineering Management","pct":8},{"role":"Data & Analytics","pct":6}],"industries":[{"industry":"Consulting","pct":27},{"industry":"Finance / Banking","pct":18},{"industry":"IT / Software","pct":15},{"industry":"Education","pct":8},{"industry":"Marketing / Advertising","pct":3}],"next_moves":[{"role":"Operations","pct":12},{"role":"Administration","pct":8},{"role":"Marketing & Sales","pct":8},{"role":"Consulting","pct":8}]},"roleCategories":[{"role_category":"Operations","count":9,"probability":0.1552},{"role_category":"Finance","count":7,"probability":0.1207},{"role_category":"Intern","count":6,"probability":0.1034},{"role_category":"Entrepreneurship","count":6,"probability":0.1034},{"role_category":"Marketing & Sales","count":5,"probability":0.0862},{"role_category":"Other","count":5,"probability":0.0862}],"minN":5},"links":[{"rel":"first-role","id":"role/operations"},{"rel":"first-role","id":"role/finance"},{"rel":"first-role","id":"role/intern"},{"rel":"first-role","id":"role/entrepreneurship"},{"rel":"first-role","id":"role/marketing-and-sales"},{"rel":"stream","id":"stream/commerce-with-maths"},{"rel":"stream","id":"stream/commerce-without-maths"}],"sources":[{"label":"Campus Binge career graph: aggregates of public career profiles (cells with n ≥ 5); no person is named","asOf":"2026-10-15","trust":"community","method":"derived"},{"label":"mvp-2 career path lookup (aggregates of public profiles)","asOf":"2026-10-15","trust":"community","method":"derived"}],"trust":"community","origin":"dataset","asOf":"2026-10-15","digest":"sha256:756fb51933691febf930572c2822dcb90f0790bc9ffd0daf094560848eee8e08"}