How to assess · For hiring teams

How to Assess Audit Skills When Hiring

The test formats that actually work for Audit, what a strong answer looks like, sample questions and a scoring rubric you can use as-is.

The short answer

Assess Audit with a task, not a conversation: audit planning case, evidence evaluation, ai-scored assessment (e.g. cohesyve) or findings write-up. Score it against written criteria you fix before you see any submissions, and weight the criteria that the role actually depends on.

Plans from risk: focuses testing where failure would matter
Knows what evidence is sufficient and appropriate, and does not accept assertions
Designs tests that would actually detect the failure they are looking for
Applies professional scepticism without hostility

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Audit skill is scepticism with method: knowing what to test, how much evidence is enough, and how to reach a conclusion that holds up. It is also a communication skill, because findings that are not understood or accepted change nothing. This page covers how to assess audit for internal audit, external audit and assurance roles: planning and risk focus, evidence and testing, professional scepticism, and reporting that leads to action.

Why Audit is worth testing

Weak auditors either miss what matters or find everything and prioritise nothing. They accept explanations without evidence, test the easy controls, and write reports that management files. Testing with a realistic scenario shows whether a candidate plans from risk, gathers sufficient evidence, and reports in a way that gets fixed, and that determines whether audit provides assurance or paperwork.

What strong Audit looks like

Plans from risk: focuses testing where failure would matter
Knows what evidence is sufficient and appropriate, and does not accept assertions
Designs tests that would actually detect the failure they are looking for
Applies professional scepticism without hostility
Documents work so another auditor could re-perform it
Writes findings with cause, consequence and a practical recommendation
Manages relationships so people cooperate and disclose

Ways to assess Audit

Audit planning case

Describe a process — expense claims, supplier onboarding, access management — with some context. Ask for the key risks, the controls that should exist, the tests they would perform and the evidence they would need. Sixty minutes.

Pros

Tests risk-based thinking and test design.

Cons

Needs a crafted case.

Best for Any audit role.

Evidence evaluation

Provide a management explanation and some documents for a discrepancy. Ask whether the evidence is sufficient and what else they would need.

Pros

Tests scepticism directly.

Cons

Narrow.

Best for Any level.

AI-scored assessment (e.g. Cohesyve)

Generate a audit task from the job description — a planning case, an evidence evaluation, a findings write-up — with a rubric. Each candidate receives a different variant; the reasoning is scored alongside the work.

Pros

Asynchronous and consistent across a large pool; a different task per candidate removes shared answers; scores the explanation, which is where judgement shows.

Cons

Cannot observe live interaction; keep a human conversation for shortlisted finalists.

Best for Screening an applicant pool fairly before interview time is spent.

Findings write-up

Give the results of testing and ask for the report finding.

Pros

Tests communication.

Cons

Narrow.

Best for Senior roles.

Cohesyve

Run a Audit assessment on your next opening

Cohesyve generates a unique Audit task per candidate from your job description, with the scoring rubric attached. Questions are different for every applicant, so they cannot be shared or looked up.

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What to test

Risk-based planning

Whether effort goes where it matters.

Identify the key risks in a processChoose which controls to test and whyDecide the scope for a limited budget

Evidence and testing

Whether conclusions are supported.

Design a test that would detect a specific failureDecide sample size and selectionJudge whether evidence is sufficient

Scepticism

Whether explanations are challenged.

Evaluate a management explanationIdentify what could have been manipulatedFollow up an anomaly

Reporting

Whether findings lead to change.

Write a finding with cause and consequencePrioritise findingsAgree an action with management

Sample Audit questions

Management says a control operated all year. What evidence would you want?

Entry

Look for Evidence of operation — records, sign-offs, system logs — for a sample across the period; not the assertion.

How do you decide what to test in a process?

Entry

Look for From the risks; the controls that mitigate the material ones; where failure would matter.

A sample of twenty shows one exception. What do you conclude?

Mid

Look for Investigate the exception, consider its nature and whether it is systematic, extend testing if needed, do not dismiss.

Your finding is disputed by management. What do you do?

Mid

Look for Re-examine evidence, understand the objection, hold if supported, escalate with facts, agree actions where possible.

Write the finding for a control that exists on paper but is not performed.

Senior

Look for Condition, criteria, cause, consequence, recommendation; specific and actionable.

Red flags

Accepts assertions as evidence
Tests the easy controls
Dismisses exceptions
Findings without cause or consequence
Adversarial or credulous

Scoring rubric

Criterion	Weight	What strong looks like
Risk-based planning	25%	Testing focused where failure matters.
Evidence and testing	30%	Tests detect; evidence is sufficient.
Scepticism	25%	Explanations challenged with method.
Reporting	20%	Findings lead to action.

Mistakes hiring teams make

Testing standards recall
Not including an evidence-evaluation exercise
Rewarding volume of findings
Ignoring communication
Assuming a qualification guarantees scepticism

Roles that need Audit

Internal AuditorExternal AuditorAudit ManagerAssurance AssociateCompliance AuditorIT Auditor

Common questions

Should the case be financial or operational?

Match the role. The method — risk, evidence, scepticism — is the same; the domain knowledge differs.

What is the best single audit question?

Ask what evidence they would want for a control management says operated. Scepticism shows immediately.

How long should an audit assessment take?

Sixty minutes for a planning case; thirty for evidence evaluation.

How do I assess junior auditors?

Evidence evaluation and a simple test design. Planning judgement develops with experience.

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