Career transition
Accountant to Data Analyst
One of the most natural moves there is: you already work with financial data, business rules and precision. What changes is the tooling, not the way you think.
What transfers
Rigour with numbersA broken analysis shows up the same way an unbalanced ledger does. That discipline is hard to teach and you already have it.
Advanced ExcelPivot tables and nested formulas are the same reasoning you later apply in SQL: group, filter, join.
Business understandingYou know where every figure comes from. Plenty of technical analysts don't understand the business they're measuring — you do.
What's missing and how to close it
SQL
The most cited requirement, and learnable in 3-4 weeks. Practise on real data, not textbook exercises.
Visualisation (Power BI or Tableau)
Rebuild a report you already produce in Excel, this time as a dashboard.
Basic statistics
Enough to handle means, medians, correlation — and why correlation isn't causation.
First steps
1Take a report you already produce and rebuild it with SQL and a dashboard.
2Publish it explaining what decision it enables, not just how you built it.
3Rewrite your CV in analytics language: 'analysed', 'modelled', 'automated'.
Is it realistic?
With steady effort, most accounting profiles make this move in 3 to 6 months. The first jump is usually lateral on pay; the raise comes with the second role.
Live Data Analyst openings
Posted directly by companies on their own hiring systems.
Data Analyst (German)
What about your case?
Upload your CV to see what transfers from your experience, your score for this role, and the keywords you're missing.
Analyse my CV — free