Switching Careers into Data Analytics

Data analytics is a popular destination for career changers because domain knowledge from your current field is valuable.

Step 1: Learn the core toolkit

Focus on SQL, spreadsheets, a visualisation tool and basic Python.

Step 2: Use your domain

Analyse data from the industry you know. A former teacher analysing education data or a finance professional analysing transactions tells a strong story.

Step 3: Build three portfolio projects

1. A SQL analysis answering a business question
2. A dashboard with clear insights
3. A Python analysis with a written recommendation

Step 4: Reframe your experience

Highlight analytical work you already do: reporting, forecasting, process improvement.

Step 5: Network and apply

Talk to analysts, attend community events and apply consistently.