How to assess · For hiring teams
How to Assess UX Research Skills When Hiring
The test formats that actually work for UX Research, what a strong answer looks like, sample questions and a scoring rubric you can use as-is.
The short answer
Assess UX Research with a task, not a conversation: study design exercise, interview exercise, ai-scored assessment (e.g. cohesyve) or synthesis exercise. Score it against written criteria you fix before you see any submissions, and weight the criteria that the role actually depends on.
- Starts from the decision the research informs and chooses the method to fit
- Writes and asks non-leading questions and follows the participant
- Recruits the right participants and knows the limits of the sample
- Synthesises without cherry-picking, and separates observation from interpretation
Paste a job description; Cohesyve generates a role-specific assessment and rubric. Ten candidates free, no card.
UX research is only as good as the questions it asks and the honesty with which it reports, and both are easy to get wrong: leading questions that confirm what the team already believes, findings softened to avoid conflict, and methods chosen by habit rather than by the question. This page covers how to assess UX research for researcher, designer and product roles: research design, interviewing and moderation, synthesis, and communicating findings that change decisions.
Why UX Research is worth testing
Bad research is worse than none, because it produces confident wrong beliefs with the authority of evidence. Testing with a study design and an interview exercise shows whether a candidate asks unbiased questions, chooses methods for the question, synthesises honestly and reports what the team needs to hear, and that predicts whether decisions get better.
What strong UX Research looks like
- Starts from the decision the research informs and chooses the method to fit
- Writes and asks non-leading questions and follows the participant
- Recruits the right participants and knows the limits of the sample
- Synthesises without cherry-picking, and separates observation from interpretation
- Reports findings clearly, including the uncomfortable ones, with a recommendation
- Knows when qualitative is enough and when quantitative is needed
- Builds research into the product process rather than as a one-off
Ways to assess UX Research
Study design exercise
Describe a product decision and ask for the research plan: question, method, participants, discussion guide outline, and what would change the decision. Forty-five minutes.
Pros
Cons
Best for Any research role.
Interview exercise
Have the candidate interview you (playing a user) for fifteen minutes on a described product, then summarise.
Pros
Cons
Best for Any level.
AI-scored assessment (e.g. Cohesyve)
Generate a UX research task from the job description — a study design, a discussion-guide critique, a synthesis of provided notes — with a rubric. Each candidate receives a different variant; the work and the reasoning behind it are scored together.
Pros
Cons
Best for Screening an applicant pool fairly before interview time is spent.
Synthesis exercise
Provide interview notes with a clear pattern and one loud outlier. Ask for findings and a recommendation.
Pros
Cons
Best for Mid and senior roles.
Cohesyve
Run a UX Research assessment on your next opening
Cohesyve generates a unique UX Research 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.
What to test
Research design
Whether method fits question.
Interviewing
Whether questions are unbiased.
Synthesis
Whether findings are honest.
Communication
Whether findings land.
Sample UX Research questions
What is wrong with asking "Would you use this feature?"
EntryLook for Hypothetical, leading, people say yes; ask about past behaviour and current workarounds instead.
When is a survey the wrong method?
EntryLook for When you do not yet know what to ask; when you need to understand why; small samples.
Five participants loved it and one hated it strongly. What do you report?
MidLook for Both, with context; understand the outlier; do not average; say what the sample can and cannot tell you.
The team is convinced of a direction and wants research to confirm it. What do you do?
MidLook for Design to test it honestly, agree what would disconfirm it beforehand, report what is found.
How do you make research change decisions rather than sit in a deck?
SeniorLook for Start from the decision, involve the team, report fast and clearly, recommend, follow up.
Red flags
- Leading questions
- Method chosen by habit
- Cherry-picked findings
- Softens unwelcome results
- Research as a one-off
Scoring rubric
| Criterion | Weight | What strong looks like |
|---|---|---|
| Research design | 25% | Method fits decision and question. |
| Interviewing | 25% | Unbiased, adaptive, listening. |
| Synthesis | 25% | Honest, rigorous, observation separated from interpretation. |
| Communication | 25% | Findings change decisions. |
Mistakes hiring teams make
- Testing method vocabulary
- Not including a leading-question exercise
- Skipping synthesis
- Rewarding findings that agree with the team
- Assuming design skill covers research skill
Roles that need UX Research
Common questions
What is the best single UX research question?
Ask what is wrong with "Would you use this feature?" Bias awareness is the foundation.
How long should a UX research assessment take?
Forty-five minutes for a study design; fifteen for a live interview exercise.
How do I assess research if I am not a researcher?
A synthesis exercise with prepared notes and a known pattern is scoreable by anyone. The interview exercise reveals questioning habits clearly.
Should product managers be assessed on research?
A light version: unbiased questioning and honest synthesis. They will do research whether trained or not.
Cohesyve · Skill assessments for hiring
Test UX Research before the first interview
Generate a role-specific UX Research assessment from your job description and see who can do the work before you spend interview time on them.
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