40 AI Prompts for HR & Recruiting That Save Hours Every Week

If you work in HR or handle hiring for a small business, you know the drill: write the job description, screen the résumés, draft the interview questions, send the offer, write the rejection, build the onboarding doc — and repeat for every single role. It's not hard work, but it's relentless, and most of it is writing the same thing in a slightly different format each time.

AI changes that. ChatGPT and Claude can produce first-draft quality output for nearly every HR document in under a minute — if you give them the right prompt. The problem is most prompts online are too vague to be useful. "Write me a job description" gets you a generic blob. The prompts below are structured to give the model the context it needs to produce something professional and usable on the first try.

Here are 40 AI prompts across 5 core HR workflows — job descriptions, screening and interviews, offer letters and rejections, onboarding, and performance operations. Copy, paste, customize the brackets, and you're done.

Section 1: Writing Job Descriptions

Claude is especially strong at structured documents like these — long-form, formatted, role-specific content where consistency matters.

Prompt 1: Software Engineer Job Description

Write a job description for a [Mid-Level / Senior] Software Engineer at [Company Name], a [brief company description]. The role is [remote / hybrid / on-site] and focuses on [backend / frontend / full-stack] development using [tech stack]. Include: a 3–4 sentence company overview, a bulleted list of responsibilities (8–10 items), a bulleted list of required qualifications (6–8 items), a "Nice to Have" section (3–5 items), and a compensation range of [$X–$Y]. Use inclusive language throughout. Keep the tone [technical and precise / warm and human].

Tip: Paste your existing tech stack and current team size — the model will tailor the seniority framing automatically.

Prompt 2: Marketing Coordinator Job Description

Write a job description for a Marketing Coordinator at [Company Name]. We're a [B2B / B2C] company in [industry] with a [X-person] marketing team. The role supports [content, social media, email campaigns, events — pick what applies]. Responsibilities should be entry-to-mid level. Include a clear "What You'll Do" section, a "Who You Are" section (skills and traits), and a "Why [Company Name]" section highlighting culture or benefits. Use active voice and avoid jargon.

Prompt 3: Customer Success Manager Job Description

Write a job description for a Customer Success Manager at [Company Name]. Our customers are [SMBs / enterprise clients / individual users] and the CSM will own [onboarding, retention, expansion — pick relevant]. Include: role overview (2–3 sentences), key responsibilities (8 items), required experience (5–6 items), and a note about success metrics (e.g., NRR, CSAT, churn rate). Compensation is [base + variable / salary only] at [$X–$Y]. Tone: professional but approachable.

Prompt 4: Commission-Based Sales Rep Job Description

Write a job description for a Sales Development Representative (SDR) / Account Executive at [Company Name]. This is a commission-heavy role with OTE of [$X]. Include: a clear compensation breakdown (base + commission structure), what "on-target" looks like realistically, a list of daily/weekly activities (outbound calls, demos, pipeline management), required experience, and a "Who Thrives Here" section that honestly describes the pace and culture. Avoid overselling — be direct about expectations.

Tip: Honest job descriptions attract better-fit candidates and reduce early attrition.

Prompt 5: Remote Role with Async Expectations

Write a job description for a [Role Title] at [Company Name]. This is a fully remote position across [time zones]. Our team operates async-first: we use [Slack / Notion / Linear — your tools] and do not require fixed hours except for [X meetings per week]. In the job description, add a "How We Work" section that covers: async communication norms, meeting cadence, response time expectations, and how performance is measured. Include this as a standard section alongside responsibilities and qualifications.

Prompt 6: Entry-Level vs. Senior Framing

I have one job description for a [Role Title]. Rewrite it in two versions: one framed for an entry-level candidate (0–2 years experience, growth-focused, learning emphasized) and one for a senior candidate (5+ years, ownership, strategic scope). Keep the core responsibilities the same but adjust the language, qualifications, and scope expectations for each. Here is the original description: [paste JD]

Prompt 7: Inclusive Language Rewrite

Rewrite the following job description to remove gendered language, unnecessary credential requirements (e.g., "degree required" where a degree isn't truly necessary), and any phrasing that could discourage underrepresented candidates. Replace phrases like "rockstar," "ninja," or "hustle culture" with professional, neutral alternatives. Flag any changes you made and explain why. Here is the original: [paste JD]

Prompt 8: Internal Transfer Announcement

Write an internal job posting for a [Role Title] position that we are opening to current employees before posting externally. Tone should be encouraging and inclusive — we want to promote from within. Include: what the role involves, what we're looking for, how to express interest (deadline + who to contact), and a note about the process (interview, timeline). Keep it under 300 words and professional but warm.

Section 2: Screening & Interview Questions

Prompt 9: Behavioral Question Bank

Generate a bank of 15 behavioral interview questions for a [Role Title] position. Focus on competencies relevant to this role: [list 4–5 competencies, e.g., communication, problem-solving, adaptability, ownership, collaboration]. For each question, include: the question itself, the competency it targets, and what a strong answer looks like (2–3 sentences). Format as a table.

Tip: Use this as your standard scorecard starting point — add or remove questions by competency for each role.

Prompt 10: Culture-Fit Screening Questions

Write 8 culture-add screening questions for candidates at [Company Name]. Our values are [list 3–4 values, e.g., "customer obsession, transparency, bias toward action"]. Questions should be open-ended, avoid yes/no answers, and reveal how someone actually works — not how they think we want them to work. Avoid leading questions. Include 2–3 questions that surface candidates' preferences (work style, feedback, autonomy) so we can assess fit honestly.

Prompt 11: Technical Assessment for Non-Technical Hiring Managers

I'm hiring a [Role Title, e.g., Data Analyst / Frontend Developer] but I don't have a technical background. Write a take-home technical assessment brief I can give candidates. It should: (1) describe a realistic work scenario relevant to the role, (2) ask the candidate to solve it using their preferred tools, (3) include evaluation criteria I can use to assess the submission with a colleague's help, and (4) take no more than 2–3 hours to complete. Keep the instructions clear and jargon-free from my side.

Prompt 12: Reference Check Question Script

Write a reference check script for a [Role Title] candidate. I'll be calling a former manager. Include: an opening (introduce myself, explain the purpose), 8–10 structured questions covering performance, collaboration, areas for growth, and rehire eligibility, and a closing. Questions should be open-ended. Include a note on what answers might signal concerns I should follow up on.

Prompt 13: Video Interview Screening Criteria

We conduct asynchronous video interviews for initial screening using [HireVue / Spark Hire / Loom]. Create a scoring rubric for evaluating video responses for a [Role Title] role. Include 5–6 criteria (e.g., communication clarity, relevant experience, energy/engagement, role-specific competency), a 1–4 rating scale with descriptions for each rating, and a space for free-text notes. Format as a fillable scoring sheet.

Prompt 14: Red Flag Identification Prompt

I interviewed a candidate for a [Role Title] position. Here are my notes from the interview: [paste notes]. Based on these notes, identify any potential red flags I should investigate further before moving forward. For each flag, suggest a follow-up question I can ask in the next round. Also note any gaps in my notes where I didn't gather enough information.

Prompt 15: Structured Interview Scorecard

Create a structured interview scorecard for a [Role Title] at [Company Name]. The role requires these core competencies: [list 5–6 competencies]. For each competency, include: a definition (1 sentence), 1–2 interview questions to assess it, and a 1–5 rating scale with anchor descriptions (what 1, 3, and 5 look like). Add a summary section with an overall recommendation field (Strong Yes / Yes / Maybe / No) and a notes box. Format as a clean, printable document.

Prompt 16: Take-Home Assignment Brief

Write a take-home assignment brief for a [Role Title] candidate. The assignment should: reflect a real task they'd do in the first 30 days, be completable in under [X hours], not require proprietary data or tools, and give us a clear signal on [specific skill, e.g., writing quality, analytical thinking, design judgment]. Include instructions, evaluation criteria, submission format, and a note that we respect their time and will provide feedback regardless of outcome.

Section 3: Offer Letters & Rejection Emails

For more communication templates, see our full guide to ChatGPT for business.

Prompt 17: Warm Offer Letter

Write a warm, enthusiastic offer letter for [Candidate Name] for the role of [Role Title] at [Company Name]. Include: verbal congratulations (genuine, not corporate), offer details (start date [X], salary [$X], role title, reporting to [Manager]), next steps (sign by [date], start date logistics), and a note about what they can expect in their first week. Tone: professional but excited — we genuinely want this person to say yes.

Prompt 18: Conditional Offer Letter

Write a conditional offer letter for [Candidate Name] for [Role Title]. The offer is contingent on: [background check / reference check / degree verification / work authorization — pick what applies]. Include: the offer details, clear language about the conditions, a realistic timeline for clearing them, and a note that we're excited to move forward pending completion. Keep the tone positive — this is not a warning, just a standard process.

Prompt 19: Counter-Offer Response

A candidate has countered our offer of [$X] with a request for [$Y]. Write a response email that: (1) acknowledges their counter respectfully, (2) explains our position (budget constraints / internal equity / the full compensation picture including benefits/equity), (3) offers what we can — either meeting partway or reaffirming the original offer — and (4) keeps the relationship warm regardless of their final decision. Tone: honest, confident, and non-combative.

Prompt 20: Decline After Final Round

Write a rejection email for a candidate who made it to the final round for [Role Title] but was not selected. We interviewed them [X] times over [X] weeks. The email should: be personal and specific (not templated-sounding), acknowledge the time they invested, give a brief and honest reason for the decision if possible (without overpromising a future role), and leave the door open genuinely. Avoid generic phrases like "we'll keep your résumé on file" unless we actually will.

Tip: Final-round rejections matter. A well-written one protects your employer brand.

Prompt 21: Decline After First Screen

Write a brief, professional rejection email for a candidate we screened but are not moving forward with for [Role Title]. Keep it under 100 words. Be honest (we're moving forward with candidates whose background is a closer match), be warm, and do not over-explain. Do not use "at this time" or "we'll keep you in mind" — these are hollow. Sign off as [Your Name / HR Team].

Prompt 22: Internal Promotion Announcement

Write an internal announcement for [Employee Name]'s promotion to [New Role Title] effective [Date]. Include: what they've accomplished in their current role, what their new responsibilities will be, and a genuine note about why this is the right next step for them and the team. Keep it under 200 words. Tone: celebratory but professional — this is a team-wide email, not just a congratulations card.

Prompt 23: Salary Negotiation Response

A candidate for [Role Title] has asked whether the salary of [$X] is negotiable. We have [room to move slightly / no room to move / flexibility on other components like signing bonus or equity]. Write a response that: is direct and honest, explains the situation without being dismissive, and offers what we actually can (or explains why we can't move). Do not string the candidate along. Keep it under 150 words.

Prompt 24: Rescinding an Offer

We need to rescind a job offer to [Candidate Name] for [Role Title]. The reason is [role eliminated / budget freeze / background check result / candidate misrepresentation — pick one]. Write a professional, respectful email that: states the decision clearly (no hedging), gives the reason we're able to share, expresses genuine regret, and includes any next steps (e.g., return of any signed documents, final contact). Consult with legal before sending — this prompt produces a draft only.

Section 4: Onboarding Documents

Prompt 25: 30-60-90 Day Plan

Write a 30-60-90 day onboarding plan for a new [Role Title] at [Company Name]. For each phase: describe the primary focus (learn vs. contribute vs. lead), list 5–7 specific goals or milestones, and name what "success looks like" at the end of that phase. Tailor the plan to [individual contributor / manager / executive]. Make it specific enough to be actionable, not just aspirational.

Prompt 26: First-Day Welcome Email from Manager

Write a first-day welcome email from a manager to a new hire named [Name] joining as [Role Title] on [Start Date]. Include: a warm welcome (personal, not HR-speak), what their first day will look like (schedule, who they'll meet), 1–2 things to know before they start (parking, Slack, dress code — whatever applies), and the manager's direct contact info. Tone: warm, calm, and reassuring — starting a new job is nerve-wracking.

Tip: Send this the evening before their first day, not the morning of.

Prompt 27: IT Setup Checklist

Generate an IT and systems setup checklist for a new [Role Title] hire at a [size] company. Include: hardware provisioning, software/tool access (group by category: communication, project management, file storage, role-specific tools), account creation steps, security setup (2FA, password manager, VPN), and a "Day 1 tech check" section to confirm everything is working. Format as a checklist with checkboxes. Add a note for IT to complete items 1–X before the hire's first day.

Prompt 28: New Hire FAQ Document

Write a new hire FAQ document for [Company Name]. Cover the most common questions new employees have in the first two weeks: How do I submit expenses? Who do I go to for [HR / IT / benefits] questions? What tools do we use and where do I find training? What are the meeting norms? What does a typical week look like? How do I request time off? Format as a Q&A with clear headers. Keep answers concise — this is a reference doc, not an onboarding manual.

Prompt 29: First Week Agenda

Create a structured first-week agenda for a new [Role Title] starting on [Date]. Include: Day 1 (orientation, IT setup, team intros), Day 2–3 (role-specific onboarding, tool training, shadowing), Day 4–5 (first small tasks, 1:1 with manager, team check-in). Add time blocks where helpful. Include a note at the top reminding the manager that the goal of week one is belonging and context — not productivity.

Prompt 30: Buddy/Mentor Program Intro Email

Write an email introducing [New Hire Name] to their onboarding buddy, [Buddy Name]. Explain: what the buddy program is (informal peer support, not management), what [Buddy Name]'s role is (answer questions, give the unofficial lay of the land, grab a virtual coffee), and suggested first-week touchpoints. Keep it light — this should feel like a warm handoff, not a formal assignment. CC both parties.

Prompt 31: Benefits Enrollment Reminder

Write a benefits enrollment reminder email to a new hire. They have [X days] remaining to complete enrollment before the deadline. Include: what happens if they miss the deadline (they may have to wait until open enrollment), a direct link to the enrollment portal, a brief list of what needs to be completed (health, dental, vision, 401k, HSA/FSA, life insurance), and a contact for questions. Tone: urgent but not scary — just a helpful nudge.

Prompt 32: 30-Day Check-In Conversation Guide

Write a manager's guide for a 30-day check-in conversation with a new hire. Include: 8–10 open-ended questions to ask (covering role clarity, relationships, tools/access, early wins, concerns), a section for the manager to share observations and feedback, and a "next 30 days" alignment section. Format as a discussion guide the manager can print or pull up on a call. Add a note: the goal is to listen more than talk.

Section 5: Performance & HR Operations

If you're also managing a support team, see how AI handles customer communications and escalations with a similar prompt-first approach.

Prompt 33: Performance Improvement Plan (PIP)

Write a performance improvement plan (PIP) for an employee in the role of [Role Title]. The performance concerns are: [list 2–4 specific, observable issues — e.g., missing deadlines, below-quota output, communication gaps]. The PIP should include: a factual description of the performance gap, specific measurable goals for the next [30/60/90] days, support the company will provide, check-in schedule, and consequences if goals are not met. Tone: direct, fair, and documentation-appropriate. Note: review with HR and legal before use.

Tip: Use observable behavior only — no subjective characterizations.

Prompt 34: Annual Review Self-Assessment Template

Write a self-assessment template for annual performance reviews at [Company Name]. Include sections for: accomplishments this year (with prompts to be specific), areas of growth, areas for development, goals for next year, and anything the employee wants their manager to know. Add a rating scale option for key competencies. Keep the prompts open-ended and non-threatening — the goal is reflection, not a defense.

Prompt 35: Manager Feedback Form

Create a structured feedback form that employees can use to give anonymous feedback about their manager. Cover: communication, clarity of expectations, availability and support, fairness, development support, and overall rating. Include a mix of Likert-scale questions (1–5) and open-ended questions. Add a note at the top that responses are anonymous and will be reviewed by [HR / Senior Leadership]. Keep it under 15 questions.

Prompt 36: Culture Pulse Survey

Write a 10-question anonymous team culture survey for [Company Name]. We want to measure: psychological safety, team communication, clarity of company direction, workload and burnout risk, and sense of belonging. Use a 1–5 agreement scale for most questions. Include 2 open-ended questions. Keep the language neutral and non-leading. Add a one-paragraph intro explaining why we're doing this and how results will be shared.

Prompt 37: Termination Script

Write a structured script for a manager conducting a termination meeting with an employee. The reason for termination is [performance / role elimination / policy violation — pick one]. The script should include: an opening statement (direct and clear — say the word "terminated" within the first 30 seconds), the reason (factual, not emotional), next steps (final paycheck, benefits continuation, return of equipment, severance if applicable), and a close. Add a note: have HR present, keep the meeting under 15 minutes, and do not negotiate during this meeting.

Prompt 38: Employee Referral Program Announcement

Write an internal announcement launching [or relaunching] an employee referral program at [Company Name]. Include: the roles we're currently hiring for, the referral bonus amount ([$X] paid after [X days of employment]), how to submit a referral (process + who to contact), and a genuine note about why referrals produce great hires. Keep it under 250 words. Tone: enthusiastic and clear — make it easy for employees to act.

Prompt 39: HR Policy Update Announcement

Write a company-wide email announcing an update to [specific HR policy, e.g., PTO policy, remote work policy, expense reimbursement]. Include: what the policy was before, what it is now, why we made the change, when it takes effect, and who to contact with questions. Tone: transparent and matter-of-fact. Do not bury the change in corporate language. Employees should be able to read this once and understand exactly what changed.

Prompt 40: Exit Interview Question Bank

Write a bank of 15 exit interview questions for departing employees. Cover: reasons for leaving, experience in their role, team and manager feedback, what the company does well, where the company can improve, and whether they'd consider returning or referring others. Include a mix of direct and indirect questions. Add a facilitator note: the goal is data, not retention at this point — keep the conversation neutral and non-defensive.

Ready-Made Prompt Packs for HR Teams

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50 power prompts for ChatGPT across every core business function — tested and formatted for professional-quality output on the first try.

Related: [Claude AI Prompts for Business](/blog/claude-ai-prompts-for-business) · [AI Prompts for Customer Service](/blog/ai-prompts-for-customer-service) · [ChatGPT Prompts for Productivity](/blog/chatgpt-prompts-for-productivity) · [Best ChatGPT Prompts for Business](/blog/best-chatgpt-prompts-for-business)