AI Skill Report Card

Screening Candidates

C+65·Jan 16, 2026

Quick Start

CANDIDATE SCREENING CHECKLIST
□ Resume review (2-3 min max)
□ Phone/video screen (15-30 min)
□ Skills assessment
□ Culture fit evaluation
□ Reference check
□ Final recommendation

Workflow

  • Scan for required skills/experience first
  • Check employment gaps and job hopping patterns
  • Verify education/certifications if critical
  • Red flag: generic applications, typos, unrealistic claims
  • Confirm basic qualifications
  • Assess communication skills
  • Gauge genuine interest in role/company
  • Ask 2-3 behavioral questions
  • Discuss salary expectations early
  • Role-specific technical questions
  • Problem-solving scenarios
  • Portfolio/work samples review
  • Practical exercises if applicable
  • Culture fit assessment
  • Growth potential
  • Team dynamics consideration
  • Compensation alignment

Examples

Example 1: Input: Software engineer resume with 3 years React experience Output: "Strong technical background. Proceed to technical screen focusing on React hooks, state management, and system design basics."

Example 2: Input: Sales candidate with inconsistent quota achievement Output: "Mixed performance history. Deep dive on specific deals, objection handling, and reasons for quota misses during phone screen."

Best Practices

  • Set clear expectations upfront about process and timeline
  • Take detailed notes during all interactions
  • Use structured scoring rubrics for consistency
  • Provide timely feedback to candidates
  • Build talent pipelines for future needs
  • Maintain candidate database with detailed profiles

Common Pitfalls

  • Rushing the screening process to fill roles quickly
  • Focusing too heavily on "perfect" resume matches
  • Asking illegal or inappropriate questions
  • Making gut decisions without structured evaluation
  • Poor candidate communication leading to negative employer brand
  • Not involving hiring managers in defining requirements
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Grade C+AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15