A fraud analyst work sample test built from your own cases
A large order is flagged, the customer is a long-standing one and the shipping address is new. This is a fictional illustration of the exercise Calavion would build with you.
Try CalavionWhat is a fraud analyst work sample test?
A fraud analyst work sample test is a short exercise in which an applicant handles a real case from your own work, and you read a record of what they did. Calavion builds the case with you from work your team has handled, such as a flagged order from a long-standing customer with a new shipping address. It does not score, rank or recommend applicants.
A fraud analyst assessment usually asks what an applicant would do and scores the answers against a key. This asks them to do it: they open the records, read the alert, the account history and the review policy, then write a case note with the signals, the decision and what would change it, then decide. You read a Replay of what they did, and you decide.
People also search for this as a fraud analyst skills test, a fraud analyst job simulation or a work sample for fraud analysts. The terms overlap, but they measure different things: some check knowledge, some check what applicants say they would do, and some let applicants do practical work.
What this fraud analyst work sample test is, and is not
- Best suited to
- Fraud review done in writing: reading an alert, weighing signals against history and policy, deciding and documenting the reason.
- What the applicant does
- Read a flagged transaction, the account history and a review policy, decide to release, hold or escalate, and write the case note and the message to the next team.
- What you see
- A Replay of what was available, what the applicant did and wrote, what changed and what stayed open.
- What Calavion does not do
- Connect to real accounts or payment systems, assess statistical modelling or investigation tools, detect real fraud, score or rank applicants, or claim to predict job performance.
- What exists today
- Not built. No fraud analyst exercise has been built or run. One customer service exercise runs today, and Calavion would build a fraud analyst case with you from work your team has handled.
What does a real-work fraud analyst work sample test look like?
Example: a flagged order from a long-standing customer with a new shipping address
It is Thursday, 11 AM. An order of $3,180 is flagged because the shipping address is new and the amount is four times the customer’s usual order. The customer has paid on time for six years and used the same card each time. The review policy says an order over $2,500 with a new address is held until one signal from a second source confirms it, and a hold is never explained to the customer as an accusation. The applicant decides whether to release, hold or escalate and what to write.
The steps the applicant would take in this illustrative example. Every record in it is invented.
The applicant would
Read the alert, the account history and the review policy
List which signals point to risk and which point to a normal order
Hold the order under the policy and say which second-source signal is needed
Write a neutral customer message that asks for confirmation without accusing
Write a case note with the signals, the decision and what would change it
Each choice leaves the case in a different state: a good customer insulted by an accusation, a risky order released on a hunch, a hold with no note so the next analyst repeats the work. The employer would read the decisions, messages and action sequence in Replay.
This is an illustrative example. The company, the customer, the order and every record are invented.
How does it differ from other ways to test fraud analyst candidates?
Employers combine several methods. This table shows what each one checks and where it stops.
| Type | What it checks | Strength | Limit |
|---|---|---|---|
| Knowledge test | Fraud types, terms and detection tools | Quick to give and compare | Shows knowledge, not behaviour |
| Situational judgment test | Chosen answers to fraud analysis scenarios | Standard scenarios are easy to compare | Shows what applicants say they would do |
| Fraud knowledge test | Fraud types, terms and red flags | Easy to give and compare | Shows what the applicant knows, not how they weigh a real case |
| Work sample | A task taken from the job | Job relevance depends on how well the task represents the role | Takes time to design |
| Structured interview | The same questions for every applicant | Consistent and easy to run | Asks about past or hypothetical situations; does not show work being done |
| Calavion real-work exercise | Your own handled flagged transaction in a controlled environment | Observable actions, messages and consequences | Not built for fraud analysis; written cases only; no scores or rankings |
For the full method comparison, read work samples, job simulations, take-homes and real-work hiring.
Fraud analyst work sample test: common questions
Short answers to what companies ask most often about assessing fraud analysts.
Is this a fraud analyst assessment test?
Not in the usual sense. A fraud analyst assessment test checks knowledge or stated judgment and scores the answers. A fraud analyst work sample test has the applicant handle a real case from your own work, and you read a Replay of what they did. Calavion produces no score, ranking or hiring decision.
What is a fraud analyst job simulation?
A fraud analyst job simulation is an exercise in which an applicant reviews a realistic flagged case instead of answering questions about one. Calavion’s version would be built from a case your own team reviewed, with the identifying details replaced, so the policy and the signals are yours.
Does Calavion score fraud analyst applicants?
No. Calavion does not produce scores, rankings or hiring decisions. Employers inspect the work and make the decision. For fraud review, Replay shows the alert and history the applicant opened, the signals they listed on each side, the policy rule they cited and the case note, and you decide whether the reasoning held up.
Do fraud analysis work sample tests predict job performance?
No assessment guarantees performance, and Calavion does not claim to predict it. One flagged order shows how an applicant reviewed that order. Detection accuracy over thousands of alerts depends on tools and volumes this exercise does not cover.
Is this a fraud knowledge test?
No. A knowledge test asks about fraud types and red flags. A real-work exercise checks how an applicant weighs signals, applies your policy and writes the decision down. You can use both, with a short test early and a practical exercise for the shortlist.
What has Calavion run so far?
Calavion has run one exercise end to end: a customer service cancellation case, tested on the live system using fictional company data. A fraud analysis exercise would be built with you, from a flagged transaction your team has handled.
See the claims handler work sample test, the compliance analyst work sample test, the data analyst work sample test, the accounts payable work sample test, the customer service work sample test, how Replay works, what real-work hiring is and all roles.
Further reading: What we tell applicants before they start, How to choose real work for a hiring exercise and Work samples, take-homes and job simulations compared. Role family: Claims, compliance and analysis roles.
Build this exercise with us.
Bring one flagged transaction your team has handled. Launch access is free for our first three companies. Calavion prepares the exercise with you, by hand, and you approve it before any applicant sees it.