What stays constant
Across the process, strong candidates tend to be specific, data-led and clear about their own contribution. They take ownership of the conversation, make decisions rather than hiding behind frameworks and show commercial awareness alongside functional expertise.
What changes
From diagnosis to evidence
Problem Solving is live reasoning: the interviewer watches how you structure, request information, update a hypothesis and move from root cause to action. Bar Raiser is retrospective evidence: the interviewer probes what you personally did, why you chose it and what the outcome says about how you operate.
From role judgement to team context
Skills asks whether you can do the work at the expected level. Team Fit asks whether your motivation, experience and questions make sense for a particular team. It is not another product case and it should not sound like one.
How to sequence preparation
- Start with the next confirmed round, not an abstract full-loop plan.
- Build full performances before drilling isolated techniques.
- Keep a record of repeated feedback patterns across practice.
- For Bar Raiser, do the story discovery and evidence work before testing delivery.
- For Team Fit, research the team and prepare questions that help you make a decision too.