Data analysts take the numbers an organisation collects and turn them into answers people can act on: which product sells, which service struggles, where the money goes. Most organisations gather far more data than they understand, so good analysts are wanted in every sector, from hospitals to football clubs. Patient, curious people who like asking why thrive here, and you do not need a computer science degree. It is screen heavy work and the tools keep changing, but the results are genuinely useful and the skills travel anywhere.
You spend the morning pulling data together and checking it is clean and complete. Then you dig into a question someone needs answered, testing ideas against the numbers. In the afternoon you might build a chart or a short report that makes the answer plain. You finish by talking the findings through with the people who will use them.
AI now writes many of the queries and drafts the charts, so analysts spend less time on routine number crunching. The job shifts towards asking the right question, checking the answer is sound, and taking responsibility for what it leads to. Knowing what the numbers mean for real people stays human.
Most entrants have a relevant degree, but vocational qualifications and apprenticeships are accepted routes in too.
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BI / dashboard developer · Data steward / data quality