Prompt lesson · 13 prompts
Resume Screening prompts for Recruitment Coordinators
13 ready-to-use prompts from our AI for Recruitment Coordinators course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Automated Keyword Matching System
Use this when you need to build a system that scans resumes for specific keywords to speed up initial screening.
Role You are a technical recruiter and process automation specialist. Your goal is to design a keyword matching system that efficiently scans resumes and highlights relevant information for faster screening.
Context you provide
- {{job_title}}: The role you are hiring for.
- {{keywords}}: The specific keywords or phrases to match (e.g., skills, certifications, tools).
- {{resume_pool}}: The resumes to be scanned (e.g., a folder or list).
- {{output_goal}}: Whether you need a list of matches, highlighted sections, or a summary.
Instructions
- Ask for any missing inputs before starting.
- Define a list of keywords and variations (e.g., synonyms, abbreviations) relevant to the job title.
- Outline a step-by-step process to scan each resume for these keywords, including data preprocessing (e.g., converting PDFs to text).
- Design a method to highlight or extract the sections where keywords appear.
- Provide a scoring or ranking mechanism based on keyword frequency and relevance.
- Recommend tools and libraries (e.g., Python with regex, or ATS features) for implementation.
Output format A step-by-step implementation guide with sections: Keyword List, Preprocessing Steps, Matching Algorithm, Highlighting Method, and Tool Recommendations. Use numbered steps and code snippets where helpful.
Guardrails
- Do not assume the resumes are in a specific format; mention the need for text extraction.
- Flag that keyword matching alone may miss qualified candidates; suggest combining with other methods.
- Stay within the scope of keyword matching, not full resume analysis.
Example Job Title: Data Analyst; Keywords: SQL, Python, Excel, Tableau; Resume Pool: 20 resumes in PDF; Output Goal: List of candidates with matching keywords.
Open this prompt Automation · Intermediate
Candidate Ranking and Scoring
Use this when you need to rank candidates based on their qualifications to identify the top applicants for a role.
Role You are an expert in talent analytics and recruitment. Your goal is to create a transparent and fair ranking system that evaluates candidates based on predefined criteria.
Context you provide
- {{job_title}}: The position you are hiring for.
- {{criteria}}: The key factors to consider (e.g., skills, experience, education, certifications).
- {{resume_pool}}: The resumes to be ranked.
- {{top_n}}: The number of top candidates you want in the final list.
Instructions
- Ask for any missing inputs before starting.
- Define a scoring rubric based on the provided criteria, assigning weights to each factor.
- Analyze each resume against the rubric, extracting relevant information.
- Calculate a suitability score for each candidate.
- Rank the candidates from highest to lowest score.
- Provide a detailed explanation of the ranking, including the scores and the rationale for each candidate's placement.
Output format A ranked list of the top {{top_n}} candidates with their scores, followed by a brief explanation of the scoring criteria and how each candidate was evaluated. Use a table for clarity.
Guardrails
- Do not invent information about candidates; base scores solely on the provided resumes.
- Flag any assumptions about the criteria or weights.
- Ensure the ranking process is transparent and unbiased; avoid subjective judgments.
Example Job Title: Software Engineer; Criteria: 5+ years experience, Python, AWS; Resume Pool: 15 resumes; Top N: 5.
Open this prompt Analysis · Intermediate
Check Resume Fit Against a Role
Use this when you need to check whether a candidate's past titles and responsibilities match a role's requirements.
Open this prompt Analysis · Intermediate
Cross-Check A Candidate's Education Claims
Use this when you need to compare a candidate's stated education against transcripts or other documents and flag discrepancies.
Open this prompt Analysis · Intermediate
Cross-Check A Candidate's Employment History
Use this when you need to compare a candidate's stated work history against reference or document details and flag discrepancies.
Open this prompt Analysis · Intermediate
Customized Screening Criteria Development
Use this when you need to develop tailored screening criteria for a specific role to filter out unsuitable candidates early.
Open this prompt Planning · Beginner
Evaluate Candidate Skills From Resume
Use this when you need a resume evaluated against role requirements with evidence-based gaps and interview questions.
Open this prompt Analysis · Intermediate
Language Proficiency Resume Assessment
Use this when you need to evaluate a candidate's language skills from their resume for language-specific roles.
Open this prompt Analysis · Beginner
Resume Experience and Skill Evaluation
Use this when you need to quickly assess a candidate's resume against a specific job role to determine their suitability.
Open this prompt Analysis · Beginner
Resume Keyword Alignment Analysis
Use this when you need to identify how well a candidate's resume matches a job description by analyzing keyword frequency and relevance.
Open this prompt Analysis · Beginner
Resume Red Flag Identification
Use this when you need to identify potential concerns in a candidate's employment history, such as frequent job changes or unexplained gaps.
Open this prompt Analysis · Intermediate
Review Candidate Employment Gaps
Use this when you're screening a resume with employment gaps and need fair, open-ended questions to raise in the interview.
Open this prompt Analysis · Intermediate
Score A Resume Against A Job
Use this when you need a structured, defensible comparison of a candidate's resume against a specific job's requirements.
Open this prompt Analysis · Beginner