Sales & Marketing

What sales and marketing hiring measures

Sales and marketing selection is built around one question: how do you behave when a conversation is not going your way? Most of the common formats are attempts to observe that. Situational judgement items put you in a difficult customer or colleague situation; personality items look for a consistent pattern of persistence and resilience; group exercises watch how you handle being disagreed with.

The numerical element is easy to underestimate. Commercial roles routinely include percentage, margin and trend questions, because the job involves interpreting performance data. These sections are not difficult arithmetic; they are difficult selection, and the errors are the same ones that appear in any numerical reasoning test.

Assessment types in sales and marketing hiring

Processes vary widely by company size. Larger organisations tend to use several stages; smaller ones often go straight to a structured interview with a practical exercise.

• Situational judgement tests. Customer and colleague scenarios with responses to rate. Often the heaviest section in sales processes.
• Personality questionnaires. Look for consistency rather than a particular profile. Answering as your actual working self is the only reliable approach.
• Numerical and commercial reasoning. Percentages, margins, growth rates and trend interpretation from charts.
• Verbal reasoning. Especially common in marketing roles where written accuracy matters.
• Role play, presentation or group exercise. Observed rather than written. The brief and the time limit are usually part of what is being assessed.

A method for commercial reasoning and judgement items

Two habits cover most of what these sections test: establish the base before computing a percentage, and establish the objective before ranking a response.

1. For any percentage, write down which quantity is the base before dividing. Change over the original value, share over the total.
2. For trend questions, check whether the axis starts at zero. A chart that does not start at zero exaggerates small differences.
3. For judgement items, identify the objective in the scenario, then rank responses against it rather than against how pleasant each response sounds.
4. Discount responses that escalate immediately and responses that do nothing; the strongest option is usually in the middle.
5. Where you must rate effectiveness, decide the strongest response first and the weakest second; the middle options rarely need a precise order.
6. In role plays, state your understanding of the customer's position before proposing anything.

Worked examples

A campaign sent 4,000 visitors to a page and produced 120 sign-ups last month. This month 5,000 visitors produced 125 sign-ups. Has the conversion rate risen or fallen?

Answer: It has fallen, from 3.0% to 2.5%.

Why: Last month: 120 / 4,000 = 0.030, so 3.0%. This month: 125 / 5,000 = 0.025, so 2.5%. The absolute number of sign-ups rose, which is exactly why the question is worth practising: a rising count and a falling rate can both be true, and only the rate describes how well the page performed.

A long-standing customer emails at 4pm on a Friday demanding a refund your policy does not allow, and threatening to leave. Rank the strongest first action: (a) reply immediately confirming the policy; (b) acknowledge the message and promise a considered reply on Monday; (c) forward it to your manager without replying.

Answer: (b) is strongest. (a) and (c) are both weak, for different reasons.

Why: (b) keeps the customer informed and creates time to check whether there is any flexibility, which is the information the situation lacks. (a) commits to a position before checking it. (c) leaves the customer without any response and passes on a problem the role holder can partly resolve. In rating formats, distinguishing 'defensible' from 'strongest' is most of the work.

A bar chart of monthly sales has its axis starting at 900 and the bars for two months are 960 and 1,020. By what percentage did sales rise?

Answer: About 6.25%.

Why: The rise is 1,020 - 960 = 60, and 60 / 960 = 0.0625, so about 6.25%. On the chart the bars look very different in height because the axis starts at 900, which exaggerates the difference. Computing from the values rather than estimating from the picture is the safeguard.

Common mistakes

• Confusing a rising count with a rising rate. More conversions on more traffic can still be a worse conversion rate.
• Dividing by the wrong base. Share of total and change from a previous value are different calculations.
• Estimating from a chart. Where values are printed, compute rather than eyeball.
• Choosing the most agreeable response in a judgement item. Agreeable and effective are not the same thing when a constraint is involved.
• Treating personality items as an ideal profile to perform. Inconsistency across similar items is measurable.

Where to go next

Practise commercial reasoning with a written base for every percentage, and judgement items by naming the objective in one sentence before ranking anything. In role plays, the habit that moves assessments most is summarising the other person's position accurately before you propose a solution.

• Situational judgement (SJT) practice
• Numerical reasoning practice
• Personality questionnaire practice
• Verbal reasoning practice
• All cognitive test intros

Frequently asked questions