Data Analyst Career Change Guide

You are 30-something, in a job that is fine, and you keep reading that data analysts earn well and work anywhere. You are not sure if it is realistic without a computer science degree or a bootcamp loan. It is, and this book shows the exact route.

Career Change to Data Analyst is an honest roadmap for people switching in from a non-tech career, written with the trade-offs stated up front.

What is inside (191 pages, 12 chapters)

• 1. The data analytics market in 2026, including the AI question
• 2. Why 30+ is your advantage: transferable skills and domain knowledge
• 3. Self-assessment: where are you now
• 4. The skills you actually need (and the ones you can skip)
• 5. The learning roadmap, 6 to 12 months, month by month
• 6. Certifications: which ones matter
• 7. Building a portfolio that gets you hired
• 8. The job search strategy
• 9. Interview playbook
• 10. Making the switch: transition strategies while you keep your job
• 11. The Malaysian and regional context
• 12. Beyond entry level: where to next
• Plus a FAQ, learning resources and templates

Who this is for

• Professionals in finance, ops, marketing, admin or engineering who want to move into data
• Fresh graduates from non-CS degrees
• Anyone who has started three SQL courses and finished none

Format

PDF and EPUB, 175 pages. Instant download.