MONEYBALL FOR HR!

What It Means:

Stop listing requirements and start defining success. Write 5-6 SMARTe objectives that describe what the person needs to accomplish in the first year.

How to Execute:

• Define measurable outcomes, not activities
• Include at least one AI/automation objective
• Make everything Specific, Measurable, Action-oriented, Results-focused, Time-bound, and Engaging

Scorecard Connection:

This becomes your benchmark for evaluating:

• Technical Skills (comparing actual experience to objectives)
• Job Fit (intrinsic motivation to achieve these specific outcomes)
• Comparable Results (evidence of similar accomplishments)

What It Means:

Hiring managers must commit to interviewing anyone who has achieved comparable results, regardless of industry, title, or traditional qualifications.

How to Execute:

• Get written agreement before starting the search
• Focus on outcomes achieved, not years of experience
• Look for the "Achiever Pattern" - consistent top 25% performance
• Consider non-traditional backgrounds

Scorecard Connection:

Opens the door to evaluate:

• Achiever Pattern & Growth Trend
• Transferable skills from different contexts
• Problem-solving abilities across industries

What It Means:

Quality over quantity. Identify 10-12 people who would both be interested AND interesting to the hiring manager.

How to Execute:

• Use "Career Zone" targeting (Passive, Explorer, Tiptoer, Active)
• Leverage AI for initial sourcing, human touch for engagement
• Focus on relationship building, not transaction
• Create compelling outreach that speaks to career growth

Scorecard Connection:

Helps identify candidates with:

• Strong cultural alignment potential
• Intrinsic motivation indicators
• Team collaboration evidence

What It Means:

Not an interview - a career conversation. Both sides explore if there's mutual interest before investing more time.

How to Execute:

• Lead with the compelling challenges of the role
• Ask: "Walk me through your most comparable accomplishment"
• Listen for evidence of intrinsic motivation
• Frame as a potential 30% career move (stretch, growth, satisfaction)

Scorecard Connection:

Initial assessment of:

• Comparable Results
• Communication skills
• Motivation to do THIS work (not just get A job)
• Manager fit potential

What It Means:

Compensation goes in the parking lot. Focus on whether this role offers 30% non-monetary growth.

How to Execute:

• Map the role to candidate's career trajectory
• Identify specific areas of stretch and growth
• Get verbal commitment: "If this truly is a career move, would you be open to exploring?"
• Document what would make this a win-win hire

Scorecard Connection:

Validates:

• Long-term motivation potential
• Cultural fit indicators
• Growth trajectory alignment

What It Means:

Deep-dive interviews focused on actual accomplishments related to your performance objectives.

How to Execute:

• Use the two-question Performance-based Interview
• "Walk me through your work history" (looking for patterns)
• "Tell me about your most significant accomplishment related to [objective]"
• Spend 15-20 minutes on each major accomplishment
• Get specific evidence, metrics, and context

Scorecard Connection:

Gather evidence to score:

• All technical competencies
• Management & organizational ability
• Team skills and leadership
• Problem-solving approach
• Results orientation

What It Means:

Structured evidence-sharing session where all interviewers present findings and reach consensus using the scorecard.

How to Execute:

• Each interviewer presents evidence, not opinions
• Score each factor using the 1-5 scale
• Identify gaps needing investigation
• Address any yellow flags or concerns
• Get candidate's assessment of role fit

Scorecard Connection:

Complete team scoring of:

• All factors with shared evidence
• Identify any "Need More Evidence" areas
• Consensus on cultural fit
• Agreement on predicted Quality of Hire

What It Means:

Close on career opportunity first, compensation second. Ensure candidate sees long-term value.

How to Execute:

• Use the 1-10 test: "Where does this rank vs. other opportunities?"
• Address any concerns keeping it below 8
• Confirm the 30% career move factors
• Only present offer after verbal commitment
• Test with: "What would stop you from accepting?"

Scorecard Connection:

Final validation of:

• Motivation squared (to do the job, not get it)
• Recruitability score
• Long-term success predictors

What It Means:

The real win happens after start date. Create a success roadmap tied to the original performance objectives.

How to Execute:

• Build 30-60-90 day plan before start date
• Assign "success sponsor" beyond direct manager
• Weekly check-ins first month
• Map early wins to performance objectives
• Course-correct quickly if needed

Scorecard Connection:

Sets foundation for measuring:

• Actual performance vs. predicted scores
• Early indicators of quality of hire
• Validation of assessment accuracy

What It Means:

Measure actual Quality of Hire against predictions. Use data to continuously improve the process.

How to Execute:

• Score same factors at 30, 60, 90 days, and one year
• Compare actual performance to interview predictions
• Track which interviewers are best predictors
• Identify pattern misses in assessment
• Refine process based on data

Scorecard Connection:

Validates entire process by:

• Measuring prediction accuracy
• Identifying successful patterns
• Refining scorecard factors
• Building institutional knowledge