S22 · interview simulation

Committee review of a simulated analyst candidate pack

People, data and outputs in this scenario are simulated. Each stage is recorded when you commit; the reveal comes after.

4stages
40 minabout
0stages committed

The brief

You are the data analytics lead on a simulated hiring committee. The candidate (call them K, a synthetic person created for this exercise) applies for a Data Analyst role. Their pack contains a competency scorecard built under the academy's scoring rules and three artefacts.

The scoring rules you apply: a dimension needs at least 3 distinct items and total weight of at least 2, otherwise it shows insufficient evidence (never 0) and is excluded from averages. Role readiness is the weighted mean over dimensions with estimates, reported only if those dimensions cover at least half of the role's weight. Strengths are scores of 75 or more and concerns below 60. The role weights below are hypothetical for this exercise.

Stage 1 of 4

Dimension	Role weight	Score	Items	Total evidence weight
SQL and analytical modeling	0.25	82	14	9.8
Visualization and storytelling	0.20	78	11	8.1
Statistics and experiments	0.20	58	9	6.0
EDA and data quality	0.15	71	6	4.0
ML fundamentals	0.10	64	5	3.5
Causal reasoning	0.05	not scored	2	1.0
Forecasting	0.05	not scored	1	0.5

What is K's role readiness for Data Analyst, and how do you report it?

71.9. Causal reasoning and forecasting lack evidence and are excluded; the five estimated dimensions carry 0.90 of the weight, above the 0.50 needed, so the figure is reportable with both gaps listed.64.8. The two missing dimensions did not demonstrate anything, so they contribute zero, and readiness is the weighted sum over all seven dimensions because the candidate has not shown the rest of the role.70.6. Take the plain average of the five scored dimensions; the role weights are hypothetical for this exercise, so it is safer to leave them out of the calculation.Not reportable. Two of seven dimensions have insufficient evidence, and a readiness number should not be issued until every dimension has an estimate.