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How a human resources manager can use AI, task by task

O*NET 11-3121.00: Human Resources ManagersMedian pay $149,280/year (BLS, May 2025)26 tasksJob Zone 4: Considerable preparation

Plan, direct, or coordinate human resources activities and staff of an organization.

Type your own title and every prompt on this page updates to match. Also called: Employee Relations Manager, HR Admin Director (Human Resources Administration Director), HR Director (Human Resources Director), HR Manager (Human Resources Manager), HR Ops Manager (Human Resources Operations Manager), HR VP (Human Resources Vice President), Recruitment Director.

Where AI fits in this job

AI-ready 14%AI-assist 74%Stays human 12%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 4 AI-ready, 19 AI-assist and 3 human-led tasks out of 26. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 4

AI produces a usable first pass. You review it, fix it and own it.

Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.

Monthly

AI finds trends and writes the spreadsheet formulas.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 41% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.

Context: We use IBM Cognos Impromptu and Oracle Business Intelligence Enterprise Edition; the work draws on personnel and human resources, administration and management and law and government.
Question: [turnover, pay equity, absence, problem area]
Data: [paste anonymized HR data or reports]

Analyze patterns, possible causes and recommended actions. Flag any legal or fairness concerns. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: People data analysis

Step 1Pick a real example: the next time you analyze statistical data and reports. Leave out names and identifying details.
Step 2Fill in [Question] and [Data] with the real details, then run the prompt.
Step 3Check any fairness concern with HR or legal before acting.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.0/5 · core task · O*NET work activity: Analyze data to inform personnel decisions..

Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.

Weekly

AI handles forms, records and routine paperwork for you to verify.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 58% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.

Context: We use Intuit QuickBooks and Sage 50 Accounting.
Operation: [plant, store, service]
Data to log: [readings, counts, offerings]

Create a log template and a weekly summary format. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Operational data log

Step 1Pick a real example: the next time you maintain records (this week). Leave out names and identifying details.
Step 2Fill in [Operation] and [Data to log] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 3.8/5 · core task · O*NET work activity: Compile operational data.. Also involves: Maintain personnel records..

Study legislation, arbitration decisions, and collective bargaining contracts to assess industry trends.

Monthly

AI is a patient tutor for new rules and techniques.

Show prompt & steps

AI is a patient personal tutor. It explains new rules, techniques and technology at your level, quizzes you and builds a study plan.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to study legislation, arbitration decisions, and collective bargaining contracts to assess industry trends.

Context: The work draws on personnel and human resources, administration and management and law and government.
Area of expertise: [describe]
What's changed recently: [what you've heard]

Explain recent developments, quiz me, and list trustworthy sources. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Stay current

Step 1Pick a real example: the next time you study legislation, arbitration decisions and collective bargaining contracts.
Step 2Fill in [Area of expertise] and [What's changed recently] with the real details, then run the prompt.
Step 3Check one claim at an official source.

AI's knowledge has a cutoff date. For new regulations and standards, always confirm against the official source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 3.4/5 · core task · O*NET work activity: Maintain knowledge of current developments in area of expertise..

Prepare personnel forecast to project employment needs.

A few times a year

AI drafts the plan, schedule or checklist for you to adjust.

Show prompt & steps

Describe the goal, the people and the constraints, and AI drafts the plan, schedule or checklist. You adjust it to what you know about real life on the ground.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to prepare personnel forecast to project employment needs.

Context: We use Microsoft Project and Kronos Workforce Timekeeper; the work draws on personnel and human resources, administration and management and law and government.
Organization: [department]
Drivers: [growth, turnover, projects]

Build a staffing forecast with assumptions and formulas. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Staffing forecast

Step 1Pick a real example: the next time you prepare personnel forecast. Leave out names and identifying details.
Step 2Fill in [Organization] and [Drivers] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 3.5/5 · core task · O*NET work activity: Estimate labor requirements..

AI can help you prep these 19

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Serve as a link between management and employees by handling questions, interpreting and administering contracts and helping resolve work-related problems.

Daily

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to serve as a link between management and employees by handling questions, interpreting and administering contracts and helping resolve work-related problems.

Context: We use IBM Notes.
Groups: [departments, organizations]
Goal: [coordination]

Draft a message clarifying responsibilities and next steps. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Liaison message

Step 1Pick a real example: the next time you serve as a link between management and employees (today). Leave out names and identifying details.
Step 2Fill in [Groups] and [Goal] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself. Confirm the rules against the current official source.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.7/5 · core task · O*NET work activity: Liaise between departments or other groups to improve function or communication..

Perform difficult staffing duties, including dealing with understaffing, refereeing disputes, firing employees, and administering disciplinary procedures.

Weekly

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to perform difficult staffing duties, including dealing with understaffing, refereeing disputes, firing employees, and administering disciplinary procedures.

Context: We use Microsoft SharePoint Server and Microsoft Word.
Role: [describe]
Needs: [duties, skills]

Draft a job description, posting and interview questions. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Hiring documents

Step 1Pick a real example: the next time you perform difficult staffing duties (this week). Leave out names and identifying details.
Step 2Fill in [Role] and [Needs] with the real details, then run the prompt.
Step 3Check the posting for biased or unlawful wording.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.5/5 · core task · O*NET work activity: Hire personnel.. Also involves: Manage human resources activities..

Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.

Weekly

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 36% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.

Context: We use Microsoft Visio; the work draws on personnel and human resources, administration and management and law and government.
Issue: [describe]
Options: [list]

Write a recommendation memo with trade-offs. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Policy change recommendation

Step 1Pick a real example: the next time you advise managers (this week).
Step 2Fill in [Issue] and [Options] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.3/5 · core task · O*NET work activity: Recommend organizational process or policy changes.. Also involves: Advise others on legal or regulatory compliance matters..

Identify staff vacancies and recruit, interview, and select applicants.

Monthly

AI helps you prepare questions; the listening is yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 29% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to identify staff vacancies and recruit, interview, and select applicants.

Context: The work draws on personnel and human resources, administration and management and law and government.
Who I'm interviewing: [vendor, employee, customer, applicant]
Goal: [what I need to learn or decide]

Write 8 open questions in order, follow-ups, and a scoring or notes template. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Interview guide

Step 1Pick a real example: the next time you identify staff vacancies and recruit. Leave out names and identifying details.
Step 2Fill in [Who I'm interviewing] and [Goal] with the real details, then run the prompt.
Step 3Use the guide and note which questions worked best.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 4.0/5 · core task · O*NET work activity: Interview employees, customers, or others to collect information.. Also involves: Hire personnel.; Recruit personnel..

Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.

Weekly

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.

Context: The work draws on personnel and human resources, administration and management and law and government.
Policy or update: [describe]
Audience: [staff, organizations]

Draft an announcement and talking points. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Policy communication

Step 1Pick a real example: the next time you provide current prospective employees (this week). Leave out names and identifying details.
Step 2Fill in [Policy or update] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.7/5 · core task · O*NET work activity: Communicate organizational policies and procedures..

Administer compensation, benefits, and performance management systems, and safety and recreation programs.

Monthly

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to administer compensation, benefits, and performance management systems, and safety and recreation programs.

Context: We use Intuit QuickBooks and Sage 50 Accounting.
Program: [insurance, benefits]
Tasks: [enrollment, claims]

Organize a calendar and checklist. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Benefits administration

Step 1Pick a real example: the next time you administer compensation, benefits and performance management systems.
Step 2Fill in [Program] and [Tasks] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both. Check it against the manufacturer's manual and your site procedure before you rely on it.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 3.9/5 · core task · O*NET work activity: Administer compensation or benefits programs.. Also involves: Manage human resources activities..

Plan and conduct new employee orientation to foster positive attitude toward organizational objectives.

Monthly

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to plan and conduct new employee orientation to foster positive attitude toward organizational objectives.

Context: We use Microsoft PowerPoint and Mentimeter; the work draws on personnel and human resources, administration and management and law and government.
Topic: [describe]
Employees: [describe]

Plan a program with sessions and evaluation. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Employee training program

Step 1Pick a real example: the next time you plan and conduct new employee orientation. Leave out names and identifying details.
Step 2Fill in [Topic] and [Employees] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 4.1/5 · core task · O*NET work activity: Conduct employee training programs..

Plan, organize, direct, control, or coordinate the personnel, training, or labor relations activities of an organization.

Monthly

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to plan, organize, direct, control, or coordinate the personnel, training, or labor relations activities of an organization.

Context: We use Intuit QuickBooks and Sage 50 Accounting.
Area: [payroll, plans, approvals]
Tasks: [describe]

Organize a checklist and calendar. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: HR activities organization

Step 1Pick a real example: the next time you plan, organize, direct, control, or coordinate the personnel. Leave out names and identifying details.
Step 2Fill in [Area] and [Tasks] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 3.6/5 · core task · O*NET work activity: Manage human resources activities..

Conduct exit interviews to identify reasons for employee termination.

Monthly

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to conduct exit interviews to identify reasons for employee termination.

Context: The work draws on personnel and human resources, administration and management and law and government.
Who I'm interviewing: [vendor, employee, customer, applicant]
Goal: [what I need to learn or decide]

Write 8 open questions in order, follow-ups, and a scoring or notes template. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Interview guide

Step 1Pick a real example: the next time you conduct exit interviews. Leave out names and identifying details.
Step 2Fill in [Who I'm interviewing] and [Goal] with the real details, then run the prompt.
Step 3Use the guide and note which questions worked best.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 3.6/5 · core task · O*NET work activity: Interview employees, customers, or others to collect information..

Allocate human resources, ensuring appropriate matches between personnel.

Monthly

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to allocate human resources, ensuring appropriate matches between personnel.

Context: We use Intuit QuickBooks and Sage 50 Accounting.
Area: [payroll, plans, approvals]
Tasks: [describe]

Organize a checklist and calendar. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: HR activities organization

Step 1Pick a real example: the next time you allocate human resources. Leave out names and identifying details.
Step 2Fill in [Area] and [Tasks] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 3.5/5 · core task · O*NET work activity: Manage human resources activities..

Analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.

A few times a year

AI preps the paperwork; approving and paying stay with you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 29% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.

Context: We use Intuit QuickBooks and Sage 50 Accounting.
Program: [insurance, benefits]
Tasks: [enrollment, claims]

Organize a calendar and checklist. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Benefits administration

Step 1Pick a real example: the next time you analyze and modify compensation and benefits policies.
Step 2Fill in [Program] and [Tasks] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both. Confirm the rules against the current official source.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.0/5 · core task · O*NET work activity: Administer compensation or benefits programs.. Also involves: Analyze data to inform operational decisions or activities..

Prepare and follow budgets for personnel operations.

A few times a year

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to prepare and follow budgets for personnel operations.

Context: We use IBM Cognos Impromptu and Oracle Business Intelligence Enterprise Edition; the work draws on personnel and human resources, administration and management and law and government.
Program or unit: [describe]
Costs and income: [paste]

Build a budget with assumptions and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Operating budget

Step 1Pick a real example: the next time you prepare and follow budgets. Leave out names and identifying details.
Step 2Fill in [Program or unit] and [Costs and income] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest. Recompute every total yourself.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.9/5 · core task · O*NET work activity: Prepare operational budgets..

Analyze training needs to design employee development, language training, and health and safety programs.

A few times a year

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to analyze training needs to design employee development, language training, and health and safety programs.

Context: We use Intuit QuickBooks and Sage 50 Accounting.
Area: [payroll, plans, approvals]
Tasks: [describe]

Organize a checklist and calendar. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: HR activities organization

Step 1Pick a real example: the next time you analyze training needs to design employee development. Leave out names and identifying details.
Step 2Fill in [Area] and [Tasks] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both. Check it against the manufacturer's manual and your site procedure before you rely on it.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 3.6/5 · core task · O*NET work activity: Manage human resources activities..

Oversee the evaluation, classification, and rating of occupations and job positions.

A few times a year

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to oversee the evaluation, classification, and rating of occupations and job positions.

Context: We use Intuit QuickBooks and Sage 50 Accounting.
Area: [payroll, plans, approvals]
Tasks: [describe]

Organize a checklist and calendar. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: HR activities organization

Step 1Pick a real example: the next time you oversee the evaluation and classification.
Step 2Fill in [Area] and [Tasks] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 3.6/5 · core task · O*NET work activity: Manage human resources activities..

Represent organization at personnel-related hearings and investigations.

A few times a year

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to represent organization at personnel-related hearings and investigations.

Context: We use IBM Notes.
Event: [council meeting, function]
Message: [goals]

Draft remarks and key points. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Representing the organization

Step 1Pick a real example: the next time you represent organization. Leave out names and identifying details.
Step 2Fill in [Event] and [Message] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Importance 4.4/5 · core task · O*NET work activity: Represent the organization in external relations..

Investigate and report on industrial accidents for insurance carriers.

A few times a year

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to investigate and report on industrial accidents for insurance carriers.

Context: We use IBM SPSS Statistics; the work draws on personnel and human resources, administration and management and law and government.
Accident: [what happened, no names]
Who needs the report: [insurer, regulator, management]

Outline the investigation steps, evidence, causes to consider, and report structure. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Industrial accident report plan

Step 1Pick a real example: the next time you investigate and report on industrial accidents.
Step 2Fill in [Accident] and [Who needs the report] with the real details, then run the prompt.
Step 3Draft the report outline and check it against requirements.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 4.0/5 · core task · O*NET work activity: Investigate industrial or transportation accidents.. Also involves: Prepare reports related to compliance matters..

Develop or administer special projects in areas such as pay equity, savings bond programs, day care, and employee awards.

A few times a year

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to develop or administer special projects in areas such as pay equity, savings bond programs, day care, and employee awards.

Context: We use Microsoft Project and Kronos Workforce Timekeeper; the work draws on personnel and human resources, administration and management and law and government.
Program: [campaign, sponsorship, event]
Goals: [describe]

Plan timeline, budget and roles. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Special program plan

Step 1Pick a real example: the next time you develop or administer special projects in areas such as pay equity. Leave out names and identifying details.
Step 2Fill in [Program] and [Goals] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 3.2/5 · core task · O*NET work activity: Coordinate special events or programs.. Also involves: Manage human resources activities..

Negotiate bargaining agreements and help interpret labor contracts.

A few times a year

AI preps talking points and practice; the relationship is yours.

Show prompt & steps

AI preps you: talking points, objection handling, tailored outreach and negotiation scenarios. The relationship and reading the room are yours.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to negotiate bargaining agreements and help interpret labor contracts.

Context: The work draws on personnel and human resources, administration and management and law and government.
Issues: [wages, terms]
Constraints: [budget, law]

Prepare positions and role-play the union side. Keep claims honest, list likely objections with responses, and role-play the other side so I can practice.

10-minute exercise: Labor negotiation prep

Step 1Pick a real example: the next time you negotiate bargaining agreements.
Step 2Fill in [Issues] and [Constraints] with the real details, then run the prompt.
Step 3Ask for feedback on your answers and write down your best line for the real conversation. Confirm the rules against the current official source.

Make sure every claim AI writes about your product is true and allowed. Over-promising is on you.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.3/5 · core task · O*NET work activity: Negotiate labor disputes..

Contract with vendors to provide employee services, such as food service, transportation, or relocation service.

A few times a year

AI preps talking points and practice; the relationship is yours.

Show prompt & steps

AI preps you: talking points, objection handling, tailored outreach and negotiation scenarios. The relationship and reading the room are yours.

Ready-to-use prompt

I work as a human resources manager. Part of my job is to contract with vendors to provide employee services, such as food service, transportation, or relocation service.

Context: The work draws on personnel and human resources, administration and management and law and government.
Deal: [sale, lease, supplier price]
My goals and limits: [target, walk-away]
Their likely position: [describe]

Prepare my opening, concessions to trade, and responses to their arguments. Then role-play the other side.

10-minute exercise: Negotiation prep

Step 1Pick a real example: the next time you contract with vendors. Leave out names and identifying details.
Step 2Fill in [Deal], [My goals and limits] and [Their likely position] with the real details, then run the prompt.
Step 3Decide your walk-away point before the real negotiation. Confirm the rules against the current official source.

Make sure every claim AI writes about your product is true and allowed. Over-promising is on you.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 2.4/5 · O*NET work activity: Negotiate sales or lease agreements for products or services..

These stay human 3

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Contact with others: constant contact with others · Frequency of decisions: once a week or more but not every day · Impact of decisions: important results

Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.

Daily

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a human resources manager. Part of my job is to plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.

Context: The work draws on personnel and human resources, administration and management and law and government.
Team: [describe]
Issue or goal: [performance, change, priority]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Supervising employees

Step 1Pick a real example: the next time you plan, direct, supervise, and coordinate work activities of subordinates and staff (today). Leave out names and identifying details.
Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.
Step 3Follow through on what you said you'd check.

Importance 4.5/5 · core task · O*NET work activity: Supervise employees.. Also involves: Manage human resources activities..

Develop, administer, and evaluate applicant tests.

Monthly

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Where AI still helps: AI can help around the care: plain-language explanations for patients, study and revision, checklists and paperwork drafts. Use only tools your employer has approved for health information.

Prep prompt

I work as a human resources manager. Part of my job is to develop, administer, and evaluate applicant tests.

Context: The work draws on personnel and human resources, administration and management and law and government.
Test: [physical, psychological, applicant]
Rules: [standard administration]

List administration steps and scoring cautions. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Test administration

Step 1Pick a real example: the next time you develop, administer, and evaluate applicant tests. Leave out names and identifying details.
Step 2Fill in [Test] and [Rules] with the real details, then run the prompt.
Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 2.8/5 · O*NET work activity: Administer standardized physical or psychological tests.. Also involves: Perform human resources activities..

Provide terminated employees with outplacement or relocation assistance.

A few times a year

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a human resources manager. Part of my job is to provide terminated employees with outplacement or relocation assistance.

Context: The work draws on personnel and human resources, administration and management and law and government.
Situation: [outplacement, development]
Who: [employee]

Prepare supportive talking points and resources. Then play the employee. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Career development conversation

Step 1Pick a real example: the next time you provide terminated employees. Leave out names and identifying details.
Step 2Fill in [Situation] and [Who] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

📊 People already use AI around this task (Anthropic Economic Index, Apr 2026 to May 2026). The task itself stays human-led.

Importance 2.2/5 · O*NET work activity: Advise others on career or personal development..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Active Listeningimportance 4.4/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Critical Thinkingimportance 4.0/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Speakingimportance 4.2/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Social Perceptivenessimportance 4.0/5
    Used in: Guiding, Directing, and Motivating Subordinates

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Getting into this job

Bachelor's degree is most common (82% of workers)

  • Certificate or some college 5%
  • Bachelor's 91%
  • Graduate degree 5%
  • On-the-job training: 1–3 months
  • Related experience: 4–6 years
  • Professional certification: important (3.2/5)

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

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