liveBook · Manning

Scorecard

As explained in Think Like a CTO

Scorecard methodology is a structured evaluation method that records interview observations and assigns comparable ratings to candidates.

A scorecard is a role-specific evaluation framework that records interview observations and assigns comparable ratings to candidates. It turns hiring goals into criteria interviewers can use to make a more informed, data-led decision. section 5.1.2 section 5.2

Use a scorecard to make interview evaluation consistent and discussable:

  • Define criteria that match the role and the required skills in the job description. section 5.1.2
  • Set a rating range, using 0 to 5 where zero or one indicates a major gap and four or five indicates sufficient strength. section 5.1.2
  • Explain the purpose and meaning of every criterion to all interviewers before the interview. section 5.1.2
  • Record brief notes explaining each score, either during the interview or immediately afterward. section 5.2.2
  • Compare scores and investigate large disagreements rather than treating the total as an automatic hiring decision. section 5.2.2

A practical candidate scorecard

A simple scorecard might list general appearance, general articulation, and AWS knowledge, followed by a score and a short note explaining the evidence behind each rating. The team can then use those records to compare strengths and weaknesses across candidates. section 5.2.2

How Think Like a CTO covers it

How deep it goes
Defines criteria, rating ranges, notes, timing, and discussion practices, but stops short of making scores an automatic hiring rule.
Examples
Uses criteria such as general appearance, general articulation, AWS knowledge, scores, and explanatory notes.
What it assumes
Assumes defined interview goals and role requirements, then establishes the criteria and scoring context from those foundations.
What you can do after
Evaluate candidates with a shared evidence record and use disagreements to improve the hiring discussion.
How it connects
Links interviewing, hiring decisions, job descriptions, required skills, and bias reduction.

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