Interview Questions for a Marketing Analyst
Interview a marketing analyst by testing analytical rigor and the ability to turn data into decisions marketers act on. Assess SQL and spreadsheet modeling, campaign and channel performance measurement, attribution, funnel and conversion analysis, A/B test interpretation, and dashboarding in tools like GA4, Looker, or Tableau. Strong candidates pair sound analysis with clear data storytelling that guides where to invest and where to cut spend.
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Run this interview to confirm both technical analysis skills and the judgment to translate findings into action. Use real or hypothetical campaign data to test attribution, funnel, and experiment reasoning. The strongest marketing analysts are rigorous with SQL and modeling, skeptical about attribution limits, and excellent at storytelling, giving marketers a clear, honest read on what is working, what is not, and where to move budget.
Technical & Role-Specific
What to look for: Defining the right metrics, connecting spend to outcomes, and honest ROI calculation rather than surface metrics.
What to look for: Understanding of attribution models and their trade-offs, and intellectual honesty about what attribution can and cannot prove.
What to look for: Real SQL fluency for pulling and joining marketing data, not just relying on prebuilt dashboards.
What to look for: Identifying drop-off points, segmenting, and prioritizing opportunities by potential impact.
What to look for: Awareness of significance, sample size, and confounders, avoiding calling noise a winner.
What to look for: Designing for the audience, surfacing decisions not just data, and keeping reports trustworthy and maintainable.
Behavioral & Past Experience
What to look for: A real analysis, a clear recommendation, and an outcome where data drove the call.
What to look for: Intellectual honesty, clear communication, and standing behind the analysis tactfully.
What to look for: Strong data storytelling that simplified without distorting and led to action.
What to look for: Attention to detail, skepticism about clean-looking numbers, and fixing instrumentation at the source.
Situational & Problem-Solving
What to look for: Probing attribution assumptions, comparing models, and reaching a defensible read rather than taking last-click at face value.
What to look for: Marginal ROI thinking, incrementality awareness, and a clear, honest recommendation.
What to look for: Honest assessment of significance and risk rather than overclaiming a win.
What to look for: Tracing definitions, data sources, and methodology to find the truth and prevent recurrence.
What to look for: Being honest about the data gap, using proxies cautiously, and fixing instrumentation so future campaigns are measurable.
Collaboration & Culture
What to look for: Getting involved before launch so data is measurable, not just analyzing after the fact.
What to look for: Clear, jargon-free communication that drives a decision rather than overwhelming with charts.
What to look for: Integrity, honesty, and finding a constructive way to present the real picture.
Marketing Analyst interview scorecard
Score every candidate on the same criteria, immediately after the interview, using evidence you actually heard rather than an overall impression. Agree the criteria with the panel before the first interview — deciding what counts after you have met people is how the loudest interviewer wins the debrief.
| Criterion | Evidence to record | Score 1-5 |
|---|---|---|
| Technical & Role-Specific | What the candidate actually said or did, in their own example — not your impression of it | 1 2 3 4 5 |
| Behavioral & Past Experience | What the candidate actually said or did, in their own example — not your impression of it | 1 2 3 4 5 |
| Situational & Problem-Solving | What the candidate actually said or did, in their own example — not your impression of it | 1 2 3 4 5 |
| Collaboration & Culture | What the candidate actually said or did, in their own example — not your impression of it | 1 2 3 4 5 |
| Overall recommendation | Strong no / no / mixed / yes / strong yes, with the single reason that decided it | - |
Want this as a reusable document? Use the interview scorecard template.
Questions to avoid asking a Marketing Analyst
Exactly which questions are unlawful depends on where you are hiring, and the rules change — so treat this as the list of topics to route through your own employment counsel, not as a legal standard. The practical test that holds everywhere: if the answer could not change how the person does this job, you have no reason to ask it.
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