Business Analyst Interview Prep & Rubrics

Elicitation technique, documentation artefacts, process modelling, and the stakeholder scenarios BA interviews centre on.

The loop, in order

Business Analysis21 questions · 7 topicsRequirements craft for BA and functional-consultant roles, where the interview tests elicitation and precision rather than technology.
Agile, Scrum & Delivery21 questions · 7 topicsScrum master, agile coach, and delivery-manager interviews, where framework recall gets you screened in and scenario judgement gets you hired.
Databases & SQL25 questions · 8 topicsQuery-writing rounds and the storage-engine reasoning behind why a query is slow, for backend, data, and DBA roles alike.
Product Management22 questions · 7 topicsThe PM loop as it is actually run: product sense, analytical, execution, and strategy rounds, each with its own scoring rubric.
Behavioural & Culture Fit21 questions · 8 topicsThe round candidates most often under-prepare, treated as a skill with structure rather than small talk, including the rubric interviewers score against.
HR, Screening & Offer18 questions · 6 topicsThe recruiter and HR rounds that gate the technical loop and decide your compensation, where most candidates improvise and lose money.
Working in a Domain9 questions · 3 topicsDomain knowledge as a skill rather than as a subject: why it decides between two technically equal candidates, how the vocabulary gates entry, and how to acquire it deliberately instead of absorbing it over a decade.
Banking & Financial Services27 questions · 11 topicsHow a bank works underneath the app: the ledger that must always balance, the rails money moves over, the identity and financial-crime controls wrapped around it, and the regulatory reporting that constrains every design decision.
Insurance19 questions · 7 topicsPolicy and claim systems, where the engineering difficulty is product configurability and time: effective dates, retroactive change, and a record that must be reconstructable as at any past instant.
Healthcare & Life Sciences19 questions · 7 topicsClinical and payer systems, where the record is legally significant, interoperability is decades of overlapping standards, and interrupting a clinician has a real cost.
E-commerce & Retail23 questions · 9 topicsThe path from browse to delivered and back again, where inventory is the central consistency problem and every edge case is a real order belonging to a real person.

Latest for this track

hardScenarioCase StudyBehavioural

Your largest customer, worth 15% of revenue, wants a feature nobody else has asked for, and renewal is in eight weeks. How do you decide whether to build it?

Separate the leverage from the merit: the renewal makes the request urgent, it does not make it valuable. Work out the real problem underneath the requested solution, test whether it generalises to other accounts, and price the full cost including permanent maintenance rather than the build estimate. Then choose deliberately between roadmap, configuration, services and no.

Prioritisation4 minmid, senior, lead

hardConceptScenarioDesign

A table has forty million rows, thirty-five million of them soft-deleted, and every query for active rows has got slower. Would a partial index help, and what would you have to be careful about?

A partial index only contains rows matching its predicate, so indexing WHERE deleted_at IS NULL stores five million entries instead of forty million - smaller, shallower, and far likelier to stay cached. The catch is the planner only uses it when it can prove the query predicate implies the index predicate, and it does nothing about dead rows still in the heap.

Indexing5 minmid, senior, staff

hardConceptScenario

Two doctors can go off call only if at least one remains. Both check the rule at the same moment, both see two doctors on call, and both go off call. What isolation problem is this, and what actually fixes it?

This is write skew: two transactions read the same set, each writes a different row, and the pair commits a state neither would have produced alone. No row-level constraint can catch it because the invariant is a property of the set, so the fix is either serializable isolation, a lock on something both transactions must touch, or remodelling the invariant onto a single row.

Transactions And Isolation6 minmid, senior, staff

mediumScenarioConcept

Your Product Backlog has grown past four hundred items and refinement takes two hours a week without anything getting clearer. What would you change?

Treat the backlog as inventory with a carrying cost, delete rather than archive the items nobody will ever order, and derive how deep to refine from the team's measured throughput instead of refining everything. Refinement that clarifies nothing is usually missing a decision, not a better format.

Backlog And Estimation6 minmid, senior, lead

mediumCase StudyScenario

Name a product decision you think is bad. Now tell me why the team that made it might have been right.

Separate what the design costs users from what you personally dislike, then reconstruct the constraint that produced it: a business model, an organisational boundary, a regulatory rule or a migration nobody can finish. Any change you propose has to survive that constraint or it is not a proposal.

Product Sense5 minmid, senior, staff

mediumScenarioCase Study

A competitor has just shipped the feature at the top of your roadmap. How do you respond?

Establish whether anything changed for your customers before changing your plan, then choose deliberately between accelerating, differentiating, ignoring it and reframing the category — and treat the competitor's launch as evidence about the market rather than an instruction.

Strategy And Market5 minmid, senior, staff