AI Prompts for HR & Recruiting: Hire Smarter, Faster

Write a detailed job description for a [JOB_TITLE] position at a [COMPANY_TYPE] company. Include: 1) Clear role summary and reporting structure, 2) Key responsibilities (8-10 specific duties), 3) Required qualifications (education, years of experience, hard skills), 4) Preferred qualifications, 5) Salary range context for [INDUSTRY] and [LOCATION], 6) Company culture highlights, 7) Benefits and perks. Use inclusive language and ensure the description attracts diverse candidates. Format for [JOB_BOARD].

Review this job description for potential bias and exclusionary language: [PASTE_JD]. Identify: 1) Gendered language or masculine-coded words, 2) Age-related bias, 3) Jargon that may exclude underrepresented groups, 4) Unrealistic requirement combinations. Suggest alternatives for each issue. Rewrite the description to be more inclusive while maintaining all key requirements.

Analyze competitor job descriptions for [JOB_TITLE] in [INDUSTRY]. Compare: 1) Typical salary ranges and benefits, 2) Common required vs. preferred skills, 3) Unique differentiators each company emphasizes, 4) Company size and growth stage impact on role scope. Suggest how our JD should position this role to attract top talent while remaining realistic about [COMPANY_NAME] stage.

Create a job description for a [JOB_TITLE] role with [REMOTE/HYBRID] arrangement at [COMPANY_NAME]. Include: 1) Clear expectations for work location and meeting requirements, 2) Time zone flexibility or requirements, 3) Equipment and setup provisions, 4) Communication and collaboration tools used, 5) Company culture for distributed teams, 6) Specific remote-friendly responsibilities. Ensure clarity on expectations and avoid hidden remote work friction points.

Create a resume screening rubric for [JOB_TITLE] at [COMPANY_NAME]. Define: 1) Must-have qualifications (deal-breakers if absent), 2) Nice-to-have qualifications, 3) Red flags that warrant rejection, 4) Scoring system (point values for each criterion), 5) Guidelines for evaluating career gaps, job transitions, or non-traditional backgrounds. Weight criteria by importance. Format as a scoring template with examples.

Generate 8-10 screening questions for [JOB_TITLE] candidates to assess: 1) Experience level in [KEY_SKILL], 2) Motivation and career goals alignment, 3) Problem-solving approach, 4) [COMPANY_VALUES] fit, 5) Ability to work in [TEAM_ENVIRONMENT]. Each question should be concise, fair, and answerable in a brief written response or quick call. Include what a strong answer looks like.

Analyze the following resume: [PASTE_RESUME]. Identify: 1) Relevant experience and skills match for [JOB_TITLE], 2) Career progression and growth trajectory, 3) Potential red flags (unexplained gaps, frequent job changes, misaligned experience), 4) Strengths to probe in an interview, 5) Fit risk assessment for [COMPANY_NAME] culture. Recommend: screen in, screen out, or phone screen conversation focus.

We have [NUMBER] candidates for [JOB_TITLE]. Analyze: 1) Representation across gender, race, age, background, 2) Experience diversity (career switchers, underrepresented groups), 3) Potential bias in our screening process (did we unfairly eliminate promising candidates?), 4) Candidates who bring fresh perspectives. Recommend which candidates to interview to build a more diverse final panel, even if they're non-traditional fits.

Create 10 STAR-formatted behavioral interview questions for [JOB_TITLE] to assess: 1) Leadership and teamwork, 2) Problem-solving and decision-making, 3) Handling conflict or failure, 4) Learning agility, 5) [COMPANY_VALUES] alignment. For each question, provide: the question, what you're assessing, and examples of strong vs. weak answers. Include follow-up probes.

Design a technical interview scenario for [JOB_TITLE]. Create: 1) A realistic [DOMAIN] problem or case study, 2) Specific evaluation criteria (technical skills, approach, communication), 3) Scoring rubric (exceeds/meets/below expectations), 4) Expected time to complete, 5) Follow-up questions based on answers, 6) What solutions you're looking for. Include tips for assessing both their solution and their problem-solving process.

We're interviewing [JOB_TITLE] candidates with [NUMBER] panelists. Create: 1) Clear role assignments (who assesses what competency), 2) Consistent interview flow and timing, 3) Unified scoring rubric to reduce individual bias, 4) Guidelines for evaluating candidates fairly across different interview styles, 5) Debrief structure for comparing notes. Ensure all panelists assess the same core criteria.

Create a reference check framework for [JOB_TITLE]. Develop: 1) Questions for past managers (strengths, weaknesses, performance), 2) Questions for peers (collaboration, communication), 3) Red flags to listen for, 4) How to verify job titles and tenure, 5) Template to document reference feedback. Include what's legal to ask and how to interpret responses without bias.

Create a 30-60-90 day onboarding plan for new [JOB_TITLE] hires at [COMPANY_NAME]. Include: 1) Week 1 priorities (paperwork, systems access, team introductions), 2) Week 2-4 milestones (training modules, buddy pairing, first projects), 3) Month 2 goals (independence metrics, feedback check-in), 4) Month 3 evaluation (productivity targets, culture fit assessment). Add templates for each milestone and success metrics.

Design an employee engagement strategy to improve retention for [COMPANY_NAME]. Analyze: 1) Common reasons people leave (use [INDUSTRY] data), 2) Engagement touchpoints (career development, manager relationship, culture), 3) Specific initiatives (mentorship, growth opportunities, flexibility), 4) Measurement and feedback loops. Tailor to [COMPANY_STAGE] and [TEAM_SIZE] constraints. Include quick wins and long-term investments.

Draft company policies for [COMPANY_NAME]: 1) [POLICY_TOPIC] (e.g., remote work, flexible hours, time off), 2) Clear expectations and procedures, 3) Edge cases and exceptions, 4) Compliance considerations for [STATE/COUNTRY], 5) Manager guidance on enforcing fairly. Make policies clear, inclusive, and legally defensible. Include examples of how to apply the policy consistently.

Create a manager 1-on-1 framework for [COMPANY_NAME]. Include: 1) Meeting cadence and duration recommendations, 2) Recurring 1-on-1 agenda template (performance, growth, feedback, listening), 3) Red flags to listen for (disengagement, burnout, retention risk), 4) Conversation starters for different scenarios, 5) Documentation and follow-up templates. Help managers have meaningful, consistent conversations with direct reports.