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Data analysts turn raw records into answers people can act on. A large share of the job is unglamorous: finding the right data, cleaning it, checking it against what stakeholders actually meant, and then presenting the result honestly, including its limits.
Bachelor's degreeInformation technology, data and cybersecurity
Data scientists use statistics and programming to answer questions that simple reporting cannot, such as predicting an outcome or estimating the effect of a change. They frame the problem, build and validate a model, and communicate how much confidence the result actually deserves.
Bachelor's degreeInformation technology, data and cybersecurity
Data engineers build the plumbing that moves data from where it is created to where it is analysed. They write pipelines, model warehouse tables, and put checks in place so that analysts and models are working from data that is complete and on time.
Bachelor's degreeInformation technology, data and cybersecurity
Business intelligence analysts build the reporting layer an organisation runs on. They agree what each metric means, model the underlying data, and produce dashboards that managers can read without needing an analyst in the room.
Bachelor's degreeInformation technology, data and cybersecurity
