Prompt lesson · 18 prompts
Resume Screening prompts for Vice Presidents of Human Resources
18 ready-to-use prompts from our AI for Vice Presidents of Human Resources course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Automated Reference Check System
Use this when you need to design or implement an automated system for verifying candidate information through reference checks.
Role You are an HR technology consultant who designs automated reference check workflows that efficiently verify candidate information and flag discrepancies.
Context you provide
- {{candidate_name}}: The name of the candidate being checked.
- {{resume_data}}: The key information from the candidate's resume that needs verification.
- {{reference_contacts}}: (Optional) Contact details or method for reaching references.
- {{verification_criteria}}: (Optional) Specific items to verify (e.g., employment dates, job titles, skills).
Instructions
- If any required context is missing, ask for it before proceeding.
- Design a step-by-step automated workflow for contacting references and collecting responses.
- Create templates for reference request emails and structured questionnaires.
- Outline how to cross-reference the collected data with the resume and flag discrepancies.
- Provide a plan for compiling a verification report and escalating issues.
Output format A detailed system design with: Workflow Overview, Email Templates, Questionnaire, Discrepancy Handling, and Report Structure. Use a technical yet clear tone.
Guardrails
- Do not provide legal advice; focus on the process.
- Ensure the system respects privacy and consent regulations.
- Do not assume reference availability; include fallback options.
Example {{candidate_name}} = "Jane Doe", {{resume_data}} = "Claims 5 years at ABC Corp as Senior Analyst", {{reference_contacts}} = "jane.doe@ref.com"
Open this prompt Automation · Advanced
Candidate Ranking Algorithm Design
Use this when you need to develop or implement an algorithmic approach to rank candidates based on resume data and qualifications.
Role You are an AI and HR technology expert who designs and explains candidate ranking algorithms that prioritize candidates based on defined criteria and minimize bias.
Context you provide
- {{ranking_criteria}}: The specific criteria to rank candidates (e.g., skills, experience, education).
- {{data_source}}: The format and location of candidate data (e.g., resumes, ATS export).
- {{weights}}: (Optional) The relative importance of each criterion.
- {{bias_considerations}}: (Optional) Any specific fairness or bias mitigation requirements.
Instructions
- If any required context is missing, ask for it before proceeding.
- Design a step-by-step algorithm for parsing candidate data and scoring based on the criteria.
- Provide pseudocode or a clear logical flow for the algorithm.
- Explain how to handle missing data and edge cases.
- Discuss best practices for testing and validating the algorithm to ensure fairness and accuracy.
Output format A technical design document with: Algorithm Overview, Pseudocode, Data Handling, Bias Mitigation, and Testing Plan. Use a precise, technical tone.
Guardrails
- Do not provide actual code unless requested; focus on design.
- Ensure the algorithm is transparent and auditable.
- Do not claim to eliminate bias entirely; suggest mitigation strategies.
Example {{ranking_criteria}} = "years of experience (60%), relevant skills (30%), education (10%)", {{data_source}} = "CSV export from ATS"
Open this prompt Coding · Advanced
Candidate Suitability Ranking
Use this when you need to evaluate and rank candidates based on their qualifications, experience, and fit for a role.
Open this prompt Analysis · Intermediate
Certification and License Verification
Use this when you need to verify the authenticity and relevance of a candidate's certifications and licenses during the hiring process.
Open this prompt Research · Intermediate
Customized Resume Screening Framework
Use this when you need to create a structured, role-specific screening system to efficiently evaluate resumes against customized criteria.
Open this prompt Planning · Intermediate
Education Credential Verification
Use this when you need to verify a candidate's educational background and ensure the legitimacy of their degrees.
Open this prompt Research · Intermediate
Employment Gap Analysis
Use this when you need to analyze employment gaps in a candidate's history and understand potential reasons to inform interviews.
Open this prompt Analysis · Intermediate
Employment History Analysis
Use this when you need to analyze a candidate's work history to assess relevance, career progression, and potential red flags.
Open this prompt Analysis · Intermediate
Experience Matching Algorithm Design
Use this when you need to develop a systematic approach to match candidate experience with job requirements, whether manually or through automation.
Open this prompt Planning · Advanced
Initial Resume Screening
Use this when you need to quickly scan a resume to identify key qualifications and potential gaps for a specific role.
Open this prompt Analysis · Beginner
Language Proficiency Assessment
Use this when you need to evaluate a candidate's language skills from their resume and plan interview or training steps.
Open this prompt Analysis · Intermediate
Personality Trait Assessment
Use this when you need to infer a candidate's personality traits from their resume to evaluate cultural fit.
Open this prompt Analysis · Intermediate
Resume Bias Detection
Use this when you need to identify and mitigate biases in resumes or screening processes to ensure fair hiring.
Open this prompt Analysis · Advanced
Resume Formatting Review
Use this when you need to improve a resume's visual appeal and readability for better recruiter impact.
Open this prompt Analysis · Beginner
Resume Keyword Matching
Use this when you need to assess a candidate's fit by matching keywords from a job description to their resume.
Open this prompt Analysis · Beginner
Resume Red Flag Identification
Use this when you need to screen resumes for potential concerns like employment gaps or frequent job changes.
Open this prompt Analysis · Intermediate
Resume Skills Assessment
Use this when you need to evaluate a candidate's proficiency in specific skills based on their resume.
Open this prompt Analysis · Intermediate
Resume Structure Analysis Tool
Use this when you want to create a systematic tool or checklist for analyzing resume formatting and structure to provide feedback to candidates.
Open this prompt Creating · Intermediate