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Data Analyst
Turns messy data into decisions the rest of the business can act on.
What they actually do
- Pull, clean and join data from different systems
- Build dashboards and answer recurring business questions
- Explain what the numbers do and don't say
Who might enjoy this
- People who like finding the story inside a spreadsheet
- People who enjoy being the person with the answer
- Detail-oriented people who still like talking to humans
Common strengths
CuriosityRigourClear explanationScepticism
Skills needed
SQLSpreadsheets to a high levelVisualisationBasic statistics
Lifestyle
Desk-based, mostly regular hours, spikes around reporting cycles. Frequently remote-friendly.
Potential compensation
Estimated $50k–$130k depending on market and seniority. Estimates only.
Typical career path
- 01Analyst
- 02Senior analyst
- 03Analytics lead
- 04Analytics manager
- 05Data or insight director
How to get started
- 01Learn SQL to a working level — it is the core gate
- 02Rebuild a report your current workplace does manually
- 03Publish one public analysis of a dataset you care about
Employment options
Almost every industryAgenciesHealthcarePublic sector
Independent opportunities
Freelance reportingDashboard builds for small businesses
Try it yourself
Take one messy spreadsheet at work and turn it into a single clear chart with a written takeaway.
Try before you SHFT →SHFT AI perspective
One of the most common bridges out of operations, admin and service roles, because you can prove the skill with work you already have access to.
Watch on this direction
Related careers
All compensation information is an estimate or range. Actual pay varies widely and is never guaranteed.