Why pre-screen performance marketers before the interview
Paid channels flatter the person running them. Revenue rises with spend, attribution generously credits the last click, and a manager can present a strong year that a rising budget produced by itself. The people worth hiring quote efficiency alongside revenue and can describe what they turned off. A short screen asks for cost per acquisition and return on spend with the budget attached, which separates operators from account custodians quickly.
What actually matters when screening Performance Marketing Manager candidates
- 01
Campaigns that performed
Ask for specific paid campaigns they owned: monthly budget, channels (Google Ads, Meta, TikTok), CAC or ROAS before and after, and what drove the change.
- 02
Audience and segmentation
Probe how they build audiences: lookalikes, customer match lists, exclusion of existing buyers, LTV cohorts, and how targeting shifted after signal loss from ATT and cookie deprecation.
- 03
Measurement and testing
Test measurement literacy: GA4 events, server-side tagging, incrementality or geo holdout tests, attribution windows, and how they call a creative test with thin volume.
- 04
Working with the business
Check how they work with creative, product and finance: creative briefs to designers, landing page requests, blended CAC targets, and pushing back on unrealistic spend goals.
Pre-screening questions to ask Performance Marketing Manager candidates
12 questions grouped by what they test. Ask the same set in every screen and score answers on a consistent scale, or send them as an async video screen and compare answers side by side.
Budgets they controlled
3 questions01Do you have experience managing a performance marketing budget?
Listen forMonthly spend they controlled directly, with the efficiency measure they were held to alongside the number.
Budget figures quoted with no efficiency measure, or spend they influenced rather than owned.
02What is the average monthly budget you have managed on paid social channels?
Listen forA specific figure with the cost per acquisition it delivered, and what happened to efficiency as spend rose.
Spend quoted with no outcome, or efficiency that they cannot say anything about at higher budgets.
03What is the average monthly budget you have managed on paid search?
Listen forSearch spend with the split between brand and non-brand, since the two perform very differently.
Results driven mostly by brand terms presented as acquisition performance, or no awareness of the distinction.
Tests designed properly
4 questions04What metrics do you use to measure the success of a performance marketing campaign?
Listen forCost per acquisition and contribution after cost of goods, not platform-reported return on ad spend alone.
Success measured on platform-reported conversions only, or no measure that reaches actual margin.
05Do you have experience with A/B testing? Can you give an example of a test you ran?
Listen forSample size worked out in advance with a stopping rule, and a test that came back inconclusive.
Tests stopped when a variant looked ahead, or every test reported as a winner.
06Can you describe a time when you used data to inform your marketing strategy?
Listen forAn analysis that changed a spend decision, with the data source named and what they did differently.
Data used to justify a decision already made, or dashboards described with no decision attached.
07Can you describe your experience with digital analytics tools?
Listen forAwareness that platform-reported conversions overstate, with some independent measurement used to check.
Platform numbers accepted as truth, or no reconciliation between ad platforms and actual revenue.
Campaigns turned off
2 questions08Can you provide an example of a campaign that did not perform as expected and how you adjusted it?
Listen forA diagnosis that separates creative, audience and landing page, with what they changed and whether it worked.
Underperformance blamed on the platform or the market, or adjustments made with no diagnosis.
09How would you handle a campaign that is not generating the expected results?
Listen forA clear point at which they stop spending, and an example of turning something off that was still generating revenue.
Underperforming spend continued in hope of improvement, or no threshold for cutting a campaign.
Structure not interface
3 questions10Tell us about your media buying experience across the major channels and where your expertise sits.
Listen forGenuine depth on one or two channels with an honest statement of where they are weaker.
Equal expertise claimed across every channel, or channels named with no results attached.
11How would you set up a search account structure for a brand with several product categories?
Listen forStructure driven by how budget and reporting need to be controlled, with a view on where consolidation helps.
Structure copied from a template with no reasoning, or campaigns split so finely that nothing gets data.
12What types of brands have you worked with, and in which categories?
Listen forCategories named with a sense of how margin and purchase frequency changed what efficiency was achievable.
Experience presented as transferable across categories with very different economics.
How to score responses
Score every candidate on the same four criteria immediately after the screen. At this stage you are shortlisting for panel interviews, not making the final call.
Campaigns that performed
30%5Names budgets managed, cites CAC or ROAS movement with dates, and explains which levers (bids, creative, audiences) produced the lift.
Audience and segmentation
25%5Describes segment logic tied to LTV or purchase intent, and adapts targeting to privacy constraints using first-party data and modelled conversions.
Measurement and testing
30%5Distinguishes correlation from incremental lift, sets sample and duration up front, and admits when a test lacked power to conclude.
Working with the business
15%5Shows a working loop with creative and analytics teams, reports honestly against blended targets, and renegotiates goals with data.
Revenue rises with spend and attribution credits the last click, so a rising budget looks like a strong year. A one-way video screen asks for efficiency.
Try it on HirevireScreening FAQ
Process basics
How long should a pre-screening round for this role take?
Fifteen minutes across eight to ten questions, answered async. Enough to establish the budgets they controlled and at what efficiency, hear one failed campaign, and test how they design an experiment.
How should I treat platform certifications?
As proof of interface familiarity, nothing more. They are free and quick to obtain. Budget scale, efficiency results and testing discipline are what predict performance, and none of them are certified.
Evaluating answers
What is the strongest signal when screening a performance marketer?
A campaign they turned off. Managers who watch efficiency kill things that are working on volume and failing on margin. Anyone whose campaigns all scaled successfully has been reporting revenue and not economics.
How do I judge testing claims?
Ask how they decided a test had finished. Real answers involve sample size worked out beforehand and a stopping rule. Anyone who stopped when the numbers looked good has been reading noise as a result.
Go deeper on this role
Sanat has been hiring since 2012 and watching the recruitment industry change up close ever since, and turned that screening process into Hirevire's video screening platform. LinkedIn
