AI Skill Report Card

Recruiting Candidates

D42·Jan 12, 2026
1. Job Intake Meeting
   - Meet with hiring manager
   - Define role requirements, must-haves vs nice-to-haves
   - Set timeline and budget expectations

2. Create Job Description
   - Write compelling job title and summary
   - List specific requirements and qualifications
   - Include company culture and benefits

3. Source Candidates
   - Post to job boards (LinkedIn, Indeed, company website)
   - Search resume databases
   - Leverage employee referrals
Recommendation
Replace generic steps with concrete methods - instead of 'Search resume databases', specify actual platforms like 'Search Boolean strings on LinkedIn Recruiter: (software engineer OR developer) AND (Python OR Java) -intern'

Phase 1: Job Analysis Progress:

  • Conduct intake meeting with hiring manager
  • Document role requirements and success criteria
  • Create job description and posting
  • Set up applicant tracking system

Phase 2: Sourcing Progress:

  • Post job to multiple channels
  • Actively search candidate databases
  • Reach out to passive candidates
  • Screen incoming applications

Phase 3: Selection Progress:

  • Conduct phone/video screenings
  • Coordinate interviews with hiring team
  • Check references for final candidates
  • Present top candidates to hiring manager

Phase 4: Closing Progress:

  • Extend verbal offer to selected candidate
  • Negotiate compensation and terms
  • Send formal offer letter
  • Coordinate onboarding process
Recommendation
Add real input/output examples with specific numbers, timelines, and outcomes - show actual job descriptions, candidate profiles, and negotiation scenarios with dollar amounts and specific terms

Example 1: Input: Software Engineer role, 5+ years experience, $100K budget Output: Job posted on 5 platforms, 47 applications received in first week, 8 qualified candidates identified for phone screening

Example 2: Input: Candidate wants $120K, budget is $110K Output: Negotiated package with additional vacation days and remote work flexibility to bridge gap, candidate accepted at $112K

Recommendation
Include templates or frameworks like job description templates, interview scorecards, email templates for candidate outreach, and salary negotiation scripts rather than just listing best practices
  • Always qualify budget and timeline expectations upfront
  • Use behavioral interview questions to assess cultural fit
  • Maintain regular communication with candidates throughout process
  • Document all interactions in ATS for compliance
  • Build talent pipeline for future openings
  • Focus on candidate experience - even rejected candidates should feel positive about your company
  • Don't oversell the role or company culture
  • Don't ghost candidates - always provide closure
  • Don't skip reference checks for final candidates
  • Don't negotiate without hiring manager approval
  • Don't rely solely on resumes - conduct proper screenings
  • Don't forget to check employment authorization status
0
Grade DAI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15