Stop preparing in the dark: interview prep that starts from the job, not the generic question bank

There is a strange ritual in job hunting: you apply to a role, get invited to interview, and then open a generic list of "the 50 most common interview questions" that has nothing to do with the job you actually applied for.

That is preparing in the dark. The questions a hiring manager asks a data analyst at a fintech scale-up share almost nothing with the ones a partner asks a strategy consultant. Yet most prep tools treat them as identical.

Start from the job description, not the question bank

Every job posting is a specification. It tells you the required skills, the preferred ones, the seniority bar, the tools, the languages, and often — between the lines — what the team is worried about. A role that repeats "stakeholder management" three times is telling you exactly what the hiring manager round will probe.

Prepare per stage, not per interview

A recruiter screen tests motivation, logistics, and salary alignment. A hiring manager round tests ownership and judgment. A technical round tests depth. If you prepare one set of answers for all of them, you will be over-prepared for one stage and blindsided by the next.

Measure readiness, don't guess it

"Am I ready?" is a question with an answer. When you practice against the actual role — the real requirements, the real company context — you can score your performance on communication, structure, technical depth, and company knowledge, and watch that score move as you improve. That is the difference between hoping and knowing.

Xecodai was built around this idea: match yourself against a real job, see exactly what is holding your match back, then train for the specific stages of that company's process until your readiness is no longer a guess.