By role · Data analysts

Data analyst assessment that scores real SQL and insight

Hiring a data analyst on the strength of a tidy resume is a gamble, because the job is querying messy data, finding the real story and explaining it to people who do not write SQL. A data analyst assessment should test exactly that. SkillJudge sets a realistic data task and scores the work against a rubric built for analytics.

The scorecard returns per-skill sub-scores for query accuracy, insight quality and communication on a red to amber to green scale, each one linked to the evidence: the join that double-counted rows, the insight that actually answered the question, the chart that misled. The AI scores, you decide, and the analysts who turn data into clear answers rise up a ranked shortlist.

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Score real ability · evidence-linked rubric · ranked shortlist

Candidate scorecard

Role to assess

Assessment brief

Candidate submission

Ranked shortlist

Scoring against the rubric ...

ENGINEERING DATA SALES SUPPORT PRODUCT

Real work in scored scorecard out

AI scores you decide

Why it works

What you get with data analysts

Real queries, real data

Candidates work a realistic, messy dataset, so you score whether they can actually pull a correct, useful answer out of it.

Insight and clarity scored

The rubric grades query accuracy, the quality of the insight and how clearly it is communicated, each backed by specific evidence.

Ranked on usable answers

Overall grades feed a shortlist, so the analysts who deliver correct, well-explained findings land at the top.

What it handles

Real work in, an evidence-linked scorecard out

Set a role-matched task and SkillJudge scores each submission against a transparent rubric, returning per-skill sub-scores with linked evidence and a ranked shortlist. The AI scores, you make the call.

Sets realistic SQL and analysis tasks
Scores query accuracy on messy data
Grades the quality of the insight found
Assesses how clearly results are explained
Links every sub-score to the evidence
Ranks analysts into an evidence-linked shortlist

DATA ANALYSTS candidate_4c1

OVERALL · A-

CORE SKILL 91

evidence · Solved the task cleanly with sound method.

RIGOR 78

evidence · Mostly thorough; one assumption left untested.

EDGE CASES 64

evidence · Missed two boundary conditions in the work.

COMMUNICATION 86

evidence · Reasoning was clear and easy to follow.

Scored against rubric · evidence-linked RANK #1

Why SkillJudge

One platform that scores ability and ranks candidates

Not a personality quiz, not a pass-fail black box, and not a resume scan. Real role-matched work, scored against a transparent rubric, returned as an evidence-linked scorecard and a ranked shortlist. The AI scores, you decide.

A transparent rubric

Every candidate is scored against the same rubric you can read, with per-skill sub-scores on a red to amber to green scale, so hiring stays consistent and fair.

Evidence behind every score

Each sub-score links to the exact work that earned it, the test, the answer, the line, so the grade is auditable and your decision is defensible.

A ranked shortlist

Overall grades roll up into a ranked list, so the strongest candidates are already at the top and your team reviews proven ability first.

Good questions

Questions about data analysts

Yes. The rubric scores query accuracy, but also whether the candidate found a real insight and explained it clearly to a non-technical reader. The scorecard breaks these out separately, each linked to the evidence in the submission.

Each candidate gets an overall grade rolled up from their sub-scores, and SkillJudge ranks them. The analysts who deliver correct, clearly communicated answers sit at the top, so you review the strongest first.

Read every skills assessment question

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Stop guessing from resumes. Hire on proven ability.

Set a role-matched task and SkillJudge scores every candidate against a transparent rubric, returning an evidence-linked scorecard and a ranked shortlist. The AI scores, you decide.

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Engineering, data, sales, support & product · evidence-linked rubric · AI scores, you decide