Tell me about a time you handled conflict

Assesses self-awareness, empathy and resolution under pressure.

How would you improve Spotify's discovery?

Tests user empathy, prioritisation and product intuition.

Declining profitability for a retail chain

Classic profitability case with revenue and cost drivers.

Describe a team you led through change

Explores influence, communication and stakeholder alignment.

Design a metric for a food delivery app

Evaluates analytical structuring and metric trade-offs.

Walk me through a SQL query you optimised

Checks technical depth and ability to explain simply.

A market entry decision for Southeast Asia

Market sizing, competitive landscape and go/no-go logic.

Tell me about a failure and what changed after

Looks for reflection, ownership and growth mindset.