MMasters in Business
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LeadershipGraham Weaver

Outcome-and-Attribute Hiring Scorecard

Hire against defined outcomes and behavioral evidence instead of intuition

Difficulty
Moderate
Time to result
~weeks to results
Steps
5
Confidence
99%

The Outcome-and-Attribute Hiring Scorecard converts hiring from an impressionistic conversation into an evidence-based assessment. Before sourcing candidates, the organization lists the specific outcomes the role must deliver. It then defines two distinct evaluation dimensions: experience, meaning what a person has done, and attributes, meaning who the person consistently is. Interviewers gather concrete evidence that each candidate can perform against the scorecard rather than relying on general confidence, credentials, or rapport. For high-potential CEOs, Alpine emphasizes will to win, emotional intelligence and self-awareness, and grit because experience can accumulate quickly while these qualities are harder to teach. The completed scorecard makes comparisons more consistent, exposes unsupported assumptions, and creates a direct link between the hiring decision and the future performance expected from the role.

Origin

Extracted from Masters in Business through Graham Weaver's explanation of how Alpine Investors makes hiring more scientific when selecting high-potential executives.

Core principles

  • 01Define success before meeting candidates
  • 02Separate attributes from experience
  • 03Demand evidence rather than impressions
  • 04Prioritize hard-to-teach qualities

How to run it

  1. 1

    Specify role outcomes

    Write a concrete list of results the person must deliver in the role. Phrase them as observable outcomes rather than broad responsibilities.

    Pro tip Include time horizons or measurable evidence wherever possible.

    Watch out A generic job description cannot support a rigorous candidate assessment.

  2. 2

    Define essential attributes

    Identify the stable personal qualities needed to deliver those outcomes under real operating conditions. Keep the list focused on qualities that materially affect success.

    Pro tip For demanding leadership roles, consider drive, emotional intelligence, self-awareness, and grit.

    Watch out Avoid vague labels that interviewers cannot test behaviorally.

  3. 3

    Map relevant experience

    List experiences that would provide useful preparation while distinguishing them from mandatory attributes. Decide which experiences can be learned after hiring.

    Pro tip Challenge requirements based only on convention or pedigree.

    Watch out Overweighting experience can eliminate high-potential candidates unnecessarily.

  4. 4

    Collect specific evidence

    Ask candidates for detailed examples showing how they produced comparable outcomes or demonstrated the required attributes. Probe actions, obstacles, and results.

    Pro tip Request examples of setbacks to reveal grit and self-awareness.

    Watch out Do not accept hypothetical answers as proof of past behavior.

  5. 5

    Score before debating

    Have interviewers independently rate the evidence against the predetermined criteria. Compare scores and investigate material differences before making the decision.

    Pro tip Record the evidence supporting each rating, not only the number.

    Watch out Group discussion before independent scoring can create conformity and bias.

In the wild

Selecting a CEO in training

Alpine evaluates an early-career candidate who lacks decades of sector experience but shows evidence of will to win, emotional intelligence, self-awareness, and grit. The candidate is assessed against the outcomes expected of a new CEO rather than against a conventional executive résumé.

→ A high-potential candidate can be selected and developed without lowering the performance standard.

Hiring a sales leader

A software company defines outcomes including improved retention, a repeatable pipeline, and accurate forecasting. Interviewers seek concrete examples of each result and separately test resilience, coaching ability, and self-awareness.

→ The company compares candidates using evidence directly related to the job's intended results.

Common mistakes

Writing criteria after meeting candidates

Retrofitting the scorecard allows personal preference for a candidate to shape the definition of success.

Confusing pedigree with evidence

Prestigious employers and titles do not prove that a candidate personally delivered the required outcomes.

Combining attributes and experience

Treating them as one dimension obscures whether the candidate lacks a teachable skill or a difficult-to-teach personal quality.

Is it for you?

Best for

It is best for organizations repeatedly hiring consequential roles where performance outcomes can be defined in advance.

Not ideal for

It is not ideal when the organization has not clarified what the role must accomplish.

From the transcript

“you build a scorecard for what you want that role in that role, a specific list of outcomes you want that role to do.”

Graham Weaver · 22:02

“You're looking for very specific evidence that they're going to be able to perform against that scorecard.”

Graham Weaver · 22:08

“you have two things you're looking for, attributes and experience.”

Graham Weaver · 22:19

From the episode

Graham Weaver on Private Equity

Graham Weaver

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