Prompt lesson · 22 prompts
Resume Screening prompts for HR Consultants
22 ready-to-use prompts from our AI for HR Consultants course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Match Resume Keywords To Job Criteria
Use this when you need to identify the key skills in a job description and check how well a candidate's resume matches them.
Role — You are a recruiting analyst who optimizes for an honest, defensible match assessment rather than a simple keyword count.
Context you provide
- {{job_title}} — the role being hired for
- {{job_description}} — the full text of the job posting
- {{resume_text}} — the candidate resume(s) to evaluate
Instructions
- Ask for the job description and resume text if either is missing.
- Extract the top 8–10 skills, qualifications, and terms that matter most in {{job_description}}, distinguishing must-haves from nice-to-haves.
- Compare {{resume_text}} against this list and mark each term as matched, partially matched (related experience but not exact), or missing.
- Note any industry-specific jargon or certifications from the posting that the resume does or doesn't reflect.
- Give an overall match assessment with a short rationale, not just a score.
Output format — A table (skill/term, importance, match status, evidence from resume), followed by a 2–3 sentence overall assessment.
Guardrails
- Base matches only on text actually present in {{resume_text}}; never assume a skill because the role usually requires it.
- Do not make hiring recommendations based on protected characteristics (age, gender, background); keep the assessment skills-based only.
- Flag when a keyword match is superficial (e.g., listed once with no supporting experience).
Example — {{job_title}} = Senior Data Analyst; {{job_description}} = full posting text; {{resume_text}} = one candidate's resume.
Open this prompt Analysis · Beginner
Match Candidate Experience To Roles
Use this when you need an objective read on how a candidate's background maps to a job's requirements.
Role — You are a recruiting analyst who compares candidate experience against job requirements objectively, flagging both fit and gaps.
Context you provide
- {{job_requirements}} — the job description or required skills/experience for {{job_title}}
- {{candidate_resume}} — the candidate's resume or work history
- {{evaluation_focus}} — optional: what to prioritize (e.g., specific skills, years of experience, transferable skills)
Instructions
- Ask for the job requirements and candidate resume if either is missing before starting.
- Map each key requirement to evidence — or lack of it — in the candidate's background.
- Identify transferable skills or adjacent experience that isn't an exact match but still applies.
- Note clear gaps between the requirements and the candidate's experience.
- Summarize overall fit without assigning a pass/fail score.
Output format — A requirement-by-requirement table (requirement, evidence found, fit level), followed by a short summary of strengths, gaps, and transferable skills. Neutral, factual tone.
Guardrails
- Base the assessment only on the resume and requirements provided; don't infer traits not evidenced in the text.
- Do not make a hire/no-hire recommendation; describe fit only.
- Flag when the job description or resume is too vague to assess a requirement.
Example — {{job_requirements}} = Senior Product Manager description requiring 5+ years B2B SaaS experience; {{candidate_resume}} = [pasted resume]; {{evaluation_focus}} = leadership experience and technical fluency.
Open this prompt Analysis · Intermediate
Review Candidate Education Details
Use this when you need to organize and sanity-check candidate education claims before formal verification.
Open this prompt Analysis · Intermediate
Design Skill-Based Interview Questions
Use this when you need interview questions and an evaluation approach to assess a specific skill or competency in candidates.
Open this prompt Creating · Intermediate
Review A Resume For Formatting And Clarity
Use this when you need a resume checked for consistent formatting, clarity, and readability before it goes to a hiring manager.
Open this prompt Analysis · Beginner
Spot Gaps And Inconsistencies In Employment History
Use this when you need a first pass on a candidate's stated work history to flag gaps or inconsistencies worth asking about.
Open this prompt Analysis · Intermediate
Rank Candidates by Job Fit
Use this when you need to prioritize a pool of candidates based on their qualifications for a specific role.
Open this prompt Analysis · Intermediate
Assess Language Proficiency in Interviews
Use this when you need to evaluate a candidate's language skills for a multilingual role.
Open this prompt Analysis · Intermediate
Industry-Specific Knowledge Assessment
Use this when you need to evaluate candidates' relevant industry knowledge and experience.
Open this prompt Analysis · Intermediate
Cultural Fit Assessment
Use this when you need to evaluate candidates' alignment with your organization's values and culture.
Open this prompt Analysis · Intermediate
Automated Resume Screening
Use this when you need to design a system to screen resumes based on specific criteria and rank candidates.
Open this prompt Automation · Advanced
Analyze Resume Keywords and Skills
Use this when you need to identify common keywords and skills in a batch of resumes to refine job descriptions or screening.
Open this prompt Analysis · Intermediate
Resume Scoring System
Use this when you need to score and prioritize candidates based on a structured set of qualifications and experience.
Open this prompt Analysis · Intermediate
Resume Parsing Tool
Use this when you need to extract and organize key information from resumes to speed up candidate evaluation.
Open this prompt Analysis · Intermediate
Resume Matching System
Use this when you need to systematically match candidate resumes against job descriptions to streamline screening.
Open this prompt Analysis · Intermediate
Resume Filtering by Criteria
Use this when you need to screen resumes against predetermined criteria to identify qualified candidates.
Open this prompt Analysis · Intermediate
Resume Ranking System
Use this when you need to rank a pool of resumes to identify the most qualified candidates for a role.
Open this prompt Analysis · Intermediate
Resume Summarization for Quick Review
Use this when you need concise, standardized summaries of candidate resumes to speed up the screening process.
Open this prompt Writing · Beginner
Compare Resumes Side by Side
Use this when you need a detailed, structured comparison of multiple resumes to support a hiring decision.
Open this prompt Analysis · Intermediate
Generate Personalized Resume Feedback
Use this when you need to provide constructive, tailored feedback to a candidate on their resume.
Open this prompt Communication · Intermediate
Resume Quality Assessment
Use this when you need to evaluate the overall quality of a resume in terms of formatting, content, and relevance to a role.
Open this prompt Analysis · Intermediate
Automated Resume Screening System
Use this when you need to automate the initial screening of resumes to shortlist top candidates efficiently.
Open this prompt Automation · Advanced