{"id":"role/data-and-analytics","kind":"role","v":1,"title":"Data & Analytics","line":"Turning business data into reports, dashboards and answers: SQL, Excel, a BI tool, and a lot of explaining to people who do not read charts. Entry is a graduate analyst role in a bank, consultancy, e…","about":"Turning business data into reports, dashboards and answers: SQL, Excel, a BI tool, and a lot of explaining to people who do not read charts. Entry is a graduate analyst role in a bank, consultancy, e-commerce or SaaS company, or a move from operations by someone who was already the spreadsheet person. Bengaluru is the graph's most common location. After a few years people split towards data science, product or operations leadership.","aliases":[],"tags":["industry:other","industry:it-software","industry:consulting"],"facts":[{"label":"Level","value":"3","trust":"community","source":0},{"label":"Next: Operations","value":"19% after ~5.9 years (n = 318)","trust":"community","source":0},{"label":"Next: Consulting","value":"9% after ~5.8 years (n = 154)","trust":"community","source":0},{"label":"Next: Software Engineering","value":"8% after ~4.7 years (n = 137)","trust":"community","source":0},{"label":"Next: Finance","value":"4% after ~4.9 years (n = 63)","trust":"community","source":0},{"label":"Skills","value":"Microsoft Excel, Microsoft Office, Management, Sql, Microsoft Word, Java","trust":"community","source":0},{"label":"Industries","value":"Other, IT / Software, Consulting","trust":"community","source":0}],"data":{"id":"Data & Analytics","title":"Data & Analytics","level":3,"summary":"Turning business data into reports, dashboards and answers: SQL, Excel, a BI tool, and a lot of explaining to people who do not read charts. Entry is a graduate analyst role in a bank, consultancy, e-commerce or SaaS company, or a move from operations by someone who was already the spreadsheet person. Bengaluru is the graph's most common location. After a few years people split towards data science, product or operations leadership.","next90":["Get genuinely fluent in SQL: joins, window functions, one real dataset.","Build one dashboard someone else uses weekly and ask them what is missing.","Practise writing a one-paragraph 'so what' under every chart you make."],"skills":["Microsoft Excel","Microsoft Office","Management","Sql","Microsoft Word","Java","Html","Powerpoint"],"industries":["Other","IT / Software","Consulting"],"nextRoles":[{"role":"Operations","p":0.19,"years":5.9,"n":318,"skills":["Microsoft Excel","Data Analysis","Management","Microsoft Office","Team Management"]},{"role":"Consulting","p":0.092,"years":5.8,"n":154,"skills":["Microsoft Office","Sql","Microsoft Excel","Html","C++"]},{"role":"Software Engineering","p":0.082,"years":4.7,"n":137,"skills":["Html","Microsoft Office","Sql","Java","Microsoft Excel"]},{"role":"Finance","p":0.038,"years":4.9,"n":63,"skills":["Teamwork","General","Financial Analysis","Microsoft Excel","Investment Strategy"]},{"role":"Marketing & Sales","p":0.036,"years":4.8,"n":61,"skills":["Business Development","Business Strategy","Management","Marketing","Microsoft Office"]},{"role":"Senior Software Engineering","p":0.029,"years":5,"n":48,"skills":["Java","Sql","Microsoft Office","Core Java","Javascript"]}]},"links":[{"rel":"next","id":"role/operations"},{"rel":"next","id":"role/consulting"},{"rel":"next","id":"role/software-engineering"},{"rel":"next","id":"role/finance"},{"rel":"next","id":"role/marketing-and-sales"},{"rel":"next","id":"role/senior-software-engineering"},{"rel":"from-degree","id":"degree-outcome/b-a--computer-science"},{"rel":"from-degree","id":"degree-outcome/b-a--finance"},{"rel":"from-degree","id":"degree-outcome/b-e--other"},{"rel":"from-degree","id":"degree-outcome/b-tech--computer-science"},{"rel":"from-degree","id":"degree-outcome/b-tech--other"},{"rel":"from-degree","id":"degree-outcome/m-a--management"},{"rel":"from-degree","id":"degree-outcome/mba--management"},{"rel":"from-degree","id":"degree-outcome/mba--other"},{"rel":"from-degree","id":"degree-outcome/mca--computer-science"},{"rel":"from-degree","id":"degree-outcome/other--finance"},{"rel":"skill","id":"skill/microsoft-office"},{"rel":"skill","id":"skill/management"},{"rel":"skill","id":"skill/leadership"},{"rel":"skill","id":"skill/microsoft-excel"},{"rel":"skill","id":"skill/microsoft-word"},{"rel":"skill","id":"skill/c"},{"rel":"skill","id":"skill/powerpoint"},{"rel":"skill","id":"skill/html"},{"rel":"skill","id":"skill/java"},{"rel":"skill","id":"skill/sql"}],"map":{"kind":"work","typeId":"job","when":[],"needs":["Microsoft Excel","Microsoft Office","Management","Sql"],"gives":["Income and experience"],"steps":["Get genuinely fluent in SQL: joins, window functions, one real dataset.","Build one dashboard someone else uses weekly and ask them what is missing.","Practise writing a one-paragraph 'so what' under every chart you make."]},"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"}],"trust":"community","origin":"dataset","asOf":"2026-10-15","digest":"sha256:bc9070d99373b1604bdb226a4d06c2e718462d788ad68ddd4edec97374345345"}