How do you approach analytical thinking and problem solving in technical work?

08 July 2026

Question

How do you approach technical challenges, investigate issues and think through solutions in a structured way?

Answer

I try to be methodical and evidence-led.

• Define the Problem Clearly: I first make sure I understand what is actually failing, who it impacts and what a successful outcome looks like. - Break It Down: I split the issue into smaller parts such as source data, orchestration, transformation logic, permissions or output consumption. - Use Evidence: I look at logs, sample records, row counts, recent changes and reproducible steps before jumping to conclusions. - Form and Test Hypotheses: I create a shortlist of likely causes, test them one by one and eliminate weak assumptions quickly. - Fix the Root Cause: I aim to solve the underlying issue rather than only patching the symptom. - Leave the System Better: After resolving the issue, I add a check, alert, note or documentation update so the same problem is easier to prevent next time. If asked for an example, I would answer in STAR format and emphasise structure, calmness and learning rather than claiming I solve everything alone immediately.