Home › Science › Industrial-Organizational Psychologists

How an industrial-organizational psychologist can use AI, task by task

O*NET 19-3032.00: Industrial-Organizational PsychologistsMedian pay $193,950/year (BLS, May 2025)25 tasksJob Zone 5: Extensive preparation

Apply principles of psychology to human resources, administration, management, sales, and marketing problems. Activities may include policy planning; employee testing and selection, training, and development; and organizational development and analysis. May work with management to organize the work setting to improve worker productivity.

Type your own title and every prompt on this page updates to match. Also called: Consulting Psychologist, I-O Practitioner (Industrial-Organizational Practitioner), I-O Psychologist (Industrial-Organizational Psychologist), Industrial Psychologist, Management Consultant, Organizational Consultant, Organizational Development Specialist (OD Specialist), Organizational Psychologist, Personnel Research Psychologist, Research Scientist.

Where AI fits in this job

AI-ready 14%AI-assist 62%Stays human 24%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 4 AI-ready, 14 AI-assist and 7 human-led tasks out of 25. 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).

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Coach senior executives and managers on leadership and performance.Be there for people · Monthly
  2. Conduct individual assessments, including interpreting measures and providing feedback for selection, placement, or promotion.Hands-on care · Monthly
  3. Identify training and development needs.Make the call · Monthly

🔒 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.

Review research literature to remain current on psychological science issues.

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 an industrial-organizational psychologist. Part of my job is to review research literature to remain current on psychological science issues.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
Field: [my area]
What I need: [new methods, recent findings, specific question]

Act as my tutor: explain the main recent developments, key papers to look up, and quiz me with 5 questions one at a time. I'll verify every paper exists.

10-minute exercise: Literature catch-up

Step 1Pick a real example: the next time you review research literature.
Step 2Fill in [Field] and [What I need] with the real details, then run the prompt.
Step 3Look up two of the papers it names and read the abstracts.

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

Importance 3.5/5 · core task · O*NET work activity: Review professional literature to maintain professional knowledge..

Formulate and implement training programs, applying principles of learning and individual differences.

Monthly

AI drafts lesson plans, quizzes and practice scenarios.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 30% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can draft lesson plans, training outlines, quizzes and practice scenarios in minutes. You shape them around your learners and your standards.

Ready-to-use prompt

I work as an industrial-organizational psychologist. Part of my job is to formulate and implement training programs, applying principles of learning and individual differences.

Context: We use Learning management system LMS and Padlet; the work draws on personnel and human resources, psychology and sociology and anthropology.
Audience: [schools, public, community]
Topic: [conservation, health, safety]

Draft a program with sessions, activities and take-home materials. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Education program outline

Step 1Pick a real example: the next time you formulate and implement training programs.
Step 2Fill in [Audience] and [Topic] 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 3.9/5 · core task · O*NET work activity: Develop educational programs..

Write reports on research findings and implications to contribute to general knowledge or to suggest potential changes in organizational functioning.

A few times a year

AI turns complex material into plain-language handouts.

Show prompt & steps

AI is great at turning complicated material into plain-language guides, handouts, FAQs and how-tos for a specific audience. You check it's accurate.

Ready-to-use prompt

I work as an industrial-organizational psychologist. Part of my job is to write reports on research findings and implications to contribute to general knowledge or to suggest potential changes in organizational functioning.

Context: We use SAS and IBM SPSS Statistics; the work draws on personnel and human resources, psychology and sociology and anthropology.
Topic: [status, results, fixes]
Audience: [customers, staff]
Notes: [paste]

Draft slides outline and speaker notes. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Technical presentation

Step 1Pick a real example: the next time you write reports on research findings and implications to contribute.
Step 2Fill in [Topic], [Audience] and [Notes] 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 3.6/5 · core task · O*NET work activity: Prepare scientific or technical reports or presentations..

Write articles, white papers, or reports to share research findings and educate others.

A few times a year

AI turns complex material into plain-language handouts.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 52% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is great at turning complicated material into plain-language guides, handouts, FAQs and how-tos for a specific audience. You check it's accurate.

Ready-to-use prompt

I work as an industrial-organizational psychologist. Part of my job is to write articles, white papers, or reports to share research findings and educate others.

Context: We use SAS and IBM SPSS Statistics; the work draws on personnel and human resources, psychology and sociology and anthropology.
Topic: [status, results, fixes]
Audience: [customers, staff]
Notes: [paste]

Draft slides outline and speaker notes. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Technical presentation

Step 1Pick a real example: the next time you write articles, white papers and reports.
Step 2Fill in [Topic], [Audience] and [Notes] 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 3.6/5 · core task · O*NET work activity: Prepare scientific or technical reports or presentations..

AI can help you prep these 14

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

Analyze data, using statistical methods and applications, to evaluate the outcomes and effectiveness of workplace programs.

Weekly

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 an industrial-organizational psychologist. Part of my job is to analyze data, using statistical methods and applications, to evaluate the outcomes and effectiveness of workplace programs.

Context: We use SAS and IBM SPSS Statistics; the work draws on personnel and human resources, psychology and sociology and anthropology.
Question: [behaviour, job or process to study]
Data available: [surveys, HR data, observations]

Propose a research design: hypotheses, measures, analysis methods, ethical issues and validity threats. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Organizational research design

Step 1Pick a real example: the next time you analyze data (this week).
Step 2Fill in [Question] and [Data available] with the real details, then run the prompt.
Step 3Review the ethical issues with your HR or IRB contact.

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

Importance 4.5/5 · core task · O*NET work activity: Conduct scientific research of organizational behavior or processes..

Provide advice on best practices and implementation for selection.

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 40% 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 an industrial-organizational psychologist. Part of my job is to provide advice on best practices and implementation for selection.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
Issue: [market, operations, policy]
Audience: [groups, dealers]

Write advice with reasons. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Business advice

Step 1Pick a real example: the next time you provide advice (this week).
Step 2Fill in [Issue] 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 4.7/5 · core task · O*NET work activity: Advise others on business or operational matters..

Advise management concerning personnel, managerial, and marketing policies and practices and their potential effects on organizational effectiveness and efficiency.

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 37% 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 an industrial-organizational psychologist. Part of my job is to advise management concerning personnel, managerial, and marketing policies and practices and their potential effects on organizational effectiveness and efficiency.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
Issue: [market, operations, policy]
Audience: [groups, dealers]

Write advice with reasons. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Business advice

Step 1Pick a real example: the next time you advise management concerning personnel and managerial (this week). Leave out names and identifying details.
Step 2Fill in [Issue] 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 4.2/5 · core task · O*NET work activity: Advise others on business or operational matters..

Analyze job requirements and content to establish criteria for classification, selection, training, and other related personnel functions.

Monthly

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 an industrial-organizational psychologist. Part of my job is to analyze job requirements and content to establish criteria for classification, selection, training, and other related personnel functions.

Context: We use SAS and IBM SPSS Statistics; the work draws on personnel and human resources, psychology and sociology and anthropology.
Question: [behaviour, job or process to study]
Data available: [surveys, HR data, observations]

Propose a research design: hypotheses, measures, analysis methods, ethical issues and validity threats. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Organizational research design

Step 1Pick a real example: the next time you analyze job requirements and content. Leave out names and identifying details.
Step 2Fill in [Question] and [Data available] with the real details, then run the prompt.
Step 3Review the ethical issues with your HR or IRB contact.

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

Importance 4.3/5 · core task · O*NET work activity: Conduct scientific research of organizational behavior or processes..

Facilitate organizational development and change.

Monthly

AI lays out options and timelines to react to.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 30% of those conversations; the rest were back-and-forth with the person.

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 an industrial-organizational psychologist. Part of my job is to facilitate organizational development and change.

Context: We use Microsoft Project and Oracle PeopleSoft; the work draws on personnel and human resources, psychology and sociology and anthropology.
Change: [new policy, goal, procedure]
People affected: [teams, roles]

Draft a rollout plan: steps, owners, communications, training, and how we'll know it's working. 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: Roll out a policy change

Step 1Pick a real example: the next time you facilitate organizational development and change.
Step 2Fill in [Change] and [People affected] with the real details, then run the prompt.
Step 3Cross out steps that won't work in practice and assign owners for the rest.

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

Importance 4.3/5 · core task · O*NET work activity: Implement organizational process or policy changes.. Also involves: Recommend organizational process or policy changes..

Develop and implement employee selection or placement programs.

Monthly

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 an industrial-organizational psychologist. Part of my job is to develop and implement employee selection or placement programs.

Context: We use Microsoft Project and Oracle PeopleSoft; the work draws on personnel and human resources, psychology and sociology and anthropology.
Study: [protocol, selection program]
Goals: [what to measure]

Draft methods, sampling and evaluation. 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: Social or health research method

Step 1Pick a real example: the next time you develop and implement employee selection or placement programs. Leave out names and identifying details.
Step 2Fill in [Study] 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 4.6/5 · core task · O*NET work activity: Develop methods of social or economic research..

Develop interview techniques, rating scales, and psychological tests used to assess skills, abilities, and interests for the purpose of employee selection, placement, or promotion.

Monthly

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 an industrial-organizational psychologist. Part of my job is to develop interview techniques, rating scales, and psychological tests used to assess skills, abilities, and interests for the purpose of employee selection, placement, or promotion.

Context: We use Microsoft Project and Oracle PeopleSoft; the work draws on personnel and human resources, psychology and sociology and anthropology.
Study: [protocol, selection program]
Goals: [what to measure]

Draft methods, sampling and evaluation. 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: Social or health research method

Step 1Pick a real example: the next time you develop interview techniques to assess skills. Leave out names and identifying details.
Step 2Fill in [Study] 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 4.5/5 · core task · O*NET work activity: Develop methods of social or economic research..

Study organizational effectiveness, productivity, and efficiency, including the nature of workplace supervision and leadership.

Monthly

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 an industrial-organizational psychologist. Part of my job is to study organizational effectiveness, productivity, and efficiency, including the nature of workplace supervision and leadership.

Context: We use SAS and IBM SPSS Statistics; the work draws on personnel and human resources, psychology and sociology and anthropology.
Question: [behaviour, job or process to study]
Data available: [surveys, HR data, observations]

Propose a research design: hypotheses, measures, analysis methods, ethical issues and validity threats. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Organizational research design

Step 1Pick a real example: the next time you study organizational effectiveness, productivity and efficiency.
Step 2Fill in [Question] and [Data available] with the real details, then run the prompt.
Step 3Review the ethical issues with your HR or IRB contact.

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

Importance 3.8/5 · core task · O*NET work activity: Conduct scientific research of organizational behavior or processes..

Observe and interview workers to obtain information about the physical, mental, and educational requirements of jobs, as well as information about aspects such as job satisfaction.

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 an industrial-organizational psychologist. Part of my job is to observe and interview workers to obtain information about the physical, mental, and educational requirements of jobs, as well as information about aspects such as job satisfaction.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
What I need to learn: [topic]
Who I'll ask: [type of people]
Method: [interview, survey, observation]

Draft the questions or observation checklist, sampling tips, and a template for recording answers. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Interview or survey design

Step 1Pick a real example: the next time you observe and interview workers.
Step 2Fill in [What I need to learn], [Who I'll ask] and [Method].
Step 3Pilot it with one person and fix the confusing parts.

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

Importance 4.3/5 · core task · O*NET work activity: Collect information from people through observation, interviews, or surveys..

Train clients to administer human resources functions, including testing, selection, and performance management.

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 an industrial-organizational psychologist. Part of my job is to train clients to administer human resources functions, including testing, selection, and performance management.

Context: We use Learning management system LMS and Padlet; the work draws on personnel and human resources, psychology and sociology and anthropology.
Procedure or tool: [describe]
Trainees: [describe]

Plan training with hands-on exercises. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Technical procedure training

Step 1Pick a real example: the next time you train clients. Leave out names and identifying details.
Step 2Fill in [Procedure or tool] and [Trainees] 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 4.0/5 · core task · O*NET work activity: Train personnel in technical or scientific procedures..

Conduct presentations on research findings for clients or at research meetings.

Monthly

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 an industrial-organizational psychologist. Part of my job is to conduct presentations on research findings for clients or at research meetings.

Context: We use SAS and IBM SPSS Statistics; the work draws on personnel and human resources, psychology and sociology and anthropology.
Topic: [status, results, fixes]
Audience: [customers, staff]
Notes: [paste]

Draft slides outline and speaker notes. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Technical presentation

Step 1Pick a real example: the next time you conduct presentations. Leave out names and identifying details.
Step 2Fill in [Topic], [Audience] and [Notes] 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 4.2/5 · core task · O*NET work activity: Prepare scientific or technical reports or presentations..

Develop new business by contacting potential clients, making sales presentations, and writing proposals.

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 50% 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 an industrial-organizational psychologist. Part of my job is to develop new business by contacting potential clients, making sales presentations, and writing proposals.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
Topic: [product demo, materials]
Client: [describe]

Prepare questions and what to present. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Client information exchange

Step 1Pick a real example: the next time you develop new business. Leave out names and identifying details.
Step 2Fill in [Topic] and [Client] with the real details, then run the prompt.
Step 3Use one new question in your next real conversation and note what it surfaced.

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: Confer with clients to exchange information..

Conduct research studies of physical work environments, organizational structures, communication systems, group interactions, morale, or motivation to assess organizational functioning.

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 an industrial-organizational psychologist. Part of my job is to conduct research studies of physical work environments, organizational structures, communication systems, group interactions, morale, or motivation to assess organizational functioning.

Context: We use SAS and IBM SPSS Statistics; the work draws on personnel and human resources, psychology and sociology and anthropology.
Question: [behaviour, job or process to study]
Data available: [surveys, HR data, observations]

Propose a research design: hypotheses, measures, analysis methods, ethical issues and validity threats. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Organizational research design

Step 1Pick a real example: the next time you conduct research studies of physical work environments, organizational structures.
Step 2Fill in [Question] and [Data available] with the real details, then run the prompt.
Step 3Review the ethical issues with your HR or IRB contact.

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

Importance 3.7/5 · core task · O*NET work activity: Conduct scientific research of organizational behavior or processes..

Study consumers' reactions to new products and package designs, and to advertising efforts, using surveys and tests.

A few times a year

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 an industrial-organizational psychologist. Part of my job is to study consumers' reactions to new products and package designs, and to advertising efforts, using surveys and tests.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
What I need to learn: [topic]
Who I'll ask: [type of people]
Method: [interview, survey, observation]

Draft the questions or observation checklist, sampling tips, and a template for recording answers. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Interview or survey design

Step 1Pick a real example: the next time you study consumers' reactions.
Step 2Fill in [What I need to learn], [Who I'll ask] and [Method].
Step 3Pilot it with one person and fix the confusing parts.

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

Importance 2.6/5 · O*NET work activity: Collect information from people through observation, interviews, or surveys..

These stay human 7

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: contact with others most of the time · Impact of decisions: important results · Frequency of decisions: once a week or more but not every day

Coach senior executives and managers on leadership and performance.

Monthly

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 an industrial-organizational psychologist. Part of my job is to coach senior executives and managers on leadership and performance.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
Client: [executive, worker]
Goal: [leadership, career]

Prepare coaching questions and exercises. Then play the client. 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: Coaching session

Step 1Pick a real example: the next time you coach senior executives and managers.
Step 2Fill in [Client] and [Goal] 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 4.1/5 · core task · O*NET work activity: Counsel clients on mental health or personal achievement..

Conduct individual assessments, including interpreting measures and providing feedback for selection, placement, or promotion.

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 an industrial-organizational psychologist. Part of my job is to conduct individual assessments, including interpreting measures and providing feedback for selection, placement, or promotion.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
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 conduct individual assessments.
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 4.0/5 · core task · O*NET work activity: Administer standardized physical or psychological tests..

Identify training and development needs.

Monthly

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as an industrial-organizational psychologist. Part of my job is to identify training and development needs.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
Team: [roles, size]
Skills needed: [current and upcoming]
What I've seen: [gaps, no names]

Map gaps to training options, priority and cost. Argue the strongest case against my current view and list what extra information would change the decision. I make the final call.

10-minute exercise: Training needs review

Step 1Pick a real example: the next time you identify training and development needs.
Step 2Fill in [Team], [Skills needed] and [What I've seen] with the real details, then run the prompt.
Step 3Book or plan one training to close it.

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

Importance 4.0/5 · core task · O*NET work activity: Evaluate capabilities or training needs.. Also involves: Develop educational or training programs..

Assess employee performance.

Monthly

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as an industrial-organizational psychologist. Part of my job is to assess employee performance.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
Role: [job]
Evidence: [goals, results, examples, no names]

Organize the evidence by goal, draft balanced talking points, and questions to ask the employee. Point out where my evidence is thin.

10-minute exercise: Prepare a performance review

Step 1Pick a real example: the next time you assess employee performance. Leave out names and identifying details.
Step 2Fill in [Role] and [Evidence] with the real details, then run the prompt.
Step 3Fill the evidence gaps, then decide the rating yourself.

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

Importance 4.0/5 · core task · O*NET work activity: Evaluate employee performance.. Also involves: Evaluate performance of applicants, trainees, or employees..

Counsel workers about job and career-related issues.

Monthly

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 an industrial-organizational psychologist. Part of my job is to counsel workers about job and career-related issues.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
Client: [executive, worker]
Goal: [leadership, career]

Prepare coaching questions and exercises. Then play the client. 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: Coaching session

Step 1Pick a real example: the next time you counsel workers about job and career-related issues.
Step 2Fill in [Client] and [Goal] 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 3.0/5 · core task · O*NET work activity: Counsel clients on mental health or personal achievement..

Provide expert testimony in employment lawsuits.

Yearly or less

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 an industrial-organizational psychologist. Part of my job is to provide expert testimony in employment lawsuits.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
Proceeding: [court, hearing, legislative]
Topic: [findings, violations, investigation]

Help me prepare: key facts in order, likely questions including hostile ones, and how to answer calmly and only within my knowledge. Then cross-examine me.

10-minute exercise: Testimony prep

Step 1Pick a real example: the next time you provide expert testimony.
Step 2Fill in [Proceeding] and [Topic] with the real details, then run the prompt.
Step 3Review with counsel and stick strictly to facts you can support. Confirm the rules against the current official source.

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

Importance 3.7/5 · core task · O*NET work activity: Testify at legal or legislative proceedings..

Participate in mediation and dispute resolution.

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 an industrial-organizational psychologist. Part of my job is to participate in mediation and dispute resolution.

Context: The work draws on personnel and human resources, psychology and sociology and anthropology.
Parties: [agencies, landowners, users]
Issue: [describe]

Prepare a session agenda and techniques. Then play a party. 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: Mediation session plan

Step 1Pick a real example: the next time you participate in mediation and dispute resolution.
Step 2Fill in [Parties] and [Issue] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

Importance 2.8/5 · O*NET work activity: Mediate disputes..

Get the full prompt pack for Industrial-Organizational Psychologists

Every task, prompt and 10-minute exercise on this page in one PDF, formatted to print or keep on your desktop. Free.

Where should we send your PDF?

Your Industrial-Organizational Psychologists prompt pack downloads straight away, and a copy goes to your inbox.

We'll also send occasional updates about this playbook. Unsubscribe anytime. Privacy

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.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Monitoringimportance 3.9/5
    Used in: Judging the Qualities of Objects, Services, or People
  • Persuasionimportance 3.8/5
    Used in: Providing Consultation and Advice to Others
  • Negotiationimportance 3.2/5
    Used in: Staffing Organizational Units
  • Management of Personnel Resourcesimportance 3.4/5
    Used in: Staffing Organizational Units

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.

  • Critical Thinkingimportance 4.1/5
    Used in: Getting Information
  • Active Listeningimportance 4.4/5
    Used in: Getting Information
  • Reading Comprehensionimportance 4.4/5
    Used in: Getting Information
  • Writingimportance 4.2/5
    Used in: Providing Consultation and Advice to Others

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.

New tasks appearing in this job

O*NET has started tracking 2 new or updated tasks here: 0 AI-ready, 2 AI-assist, 0 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Develop and administer surveys to employees of organizations.

New in O*NET

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 an industrial-organizational psychologist. Part of my job is to develop and administer surveys to employees of organizations.

Context: We use SAS and IBM SPSS Statistics; the work draws on personnel and human resources, psychology and sociology and anthropology.
Purpose: [what we want to learn]
Who we'll ask: [group, size]

Draft 10 neutral survey questions with answer scales, explain how to avoid bias, and suggest how to analyze the results.

10-minute exercise: Design an internal survey

Step 1Pick a real example: the next time you develop and administer surveys. Leave out names and identifying details.
Step 2Fill in [Purpose] and [Who we'll ask] with the real details, then run the prompt.
Step 3Pilot the questions with two colleagues and fix anything confusing.

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

New O*NET task (08/2023). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Develop, administer, and evaluate applicant tests.” (Human Resources Managers), and was checked by hand. O*NET work activity: Conduct surveys in organizations.. Also involves: Perform human resources activities.; Administer standardized physical or psychological tests..

Teach industrial-organizational psychology courses to undergraduate or graduate students.

New in O*NET

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 an industrial-organizational psychologist. Part of my job is to teach industrial-organizational psychology courses to undergraduate or graduate students.

Context: We use Learning management system LMS and Padlet; the work draws on personnel and human resources, psychology and sociology and anthropology.
Topic: [concept]
Students: [level]

Plan a lecture with demonstrations, problems and misconceptions to address. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Science class session

Step 1Pick a real example: the next time you teach industrial-organizational psychology courses. Leave out names and identifying details.
Step 2Fill in [Topic] and [Students] 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.

New O*NET task (08/2023). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Teach or advise undergraduate or graduate students or supervise their research.” (Biochemists and Biophysicists), and was checked by hand. O*NET work activity: Instruct college students in physical or life sciences.. Also involves: Teach classes in area of specialization.; Guide class discussions..

Getting into this job

Master's degree is most common (58% of workers)

  • Certificate or some college 4%
  • Associate's 4%
  • Bachelor's 4%
  • Graduate degree 88%
  • On-the-job training: 1–3 months
  • Related experience: 2–4 years

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.

Adobe AcrobatGoogle SheetsHypertext markup language HTMLIBM SPSS StatisticsMicrosoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft ProjectMicrosoft VisioMicrosoft Word