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How a training / development specialist can use AI, task by task

O*NET 13-1151.00: Training and Development SpecialistsMedian pay $69,280/year (BLS, May 2025)20 tasksJob Zone 4: Considerable preparation

Design or conduct work-related training and development programs to improve individual skills or organizational performance. May analyze organizational training needs or evaluate training effectiveness.

Type your own title and every prompt on this page updates to match. Also called: Computer Training Specialist, Corporate Trainer, Job Training Specialist, Leadership Development Specialist, Learning and Development Consultant, Learning and Development Specialist (L and D Specialist), Management Development Specialist, Trainer, Training and Development Consultant, Training Specialist.

Where AI fits in this job

AI-ready 25%AI-assist 75%Stays human 0%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 5 AI-ready, 15 AI-assist and 0 human-led tasks out of 20. 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.

None of this job's listed tasks fall in this group.

🔒 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 5

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

Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.

Weekly

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 50% 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 a training / development specialist. Part of my job is to obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.

Context: We use Learning management system LMS; the work draws on education and training, personnel and human resources and psychology.
Training: [topic, class type]
Learners: [describe]

Draft a manual section, visual aid list and session plan. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Training materials

Step 1Pick a real example: the next time you obtain, organize, or develop training procedure manuals, guides and course materials (this week).
Step 2Fill in [Training] and [Learners] 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 4.6/5 · core task · O*NET work activity: Develop training materials.. Also involves: Coordinate training activities..

Keep up with developments in area of expertise by reading current journals, books, or magazine articles.

Weekly

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 training / development specialist. Part of my job is to keep up with developments in area of expertise by reading current journals, books, or magazine articles.

Context: The work draws on education and training, personnel and human resources and psychology.
Profession: [describe]
Area: [industry deals, safety rules, practice changes]

Brief me on what's new, how it affects my work, and where to keep up. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Professional update

Step 1Pick a real example: the next time you keep up (this week).
Step 2Fill in [Profession] and [Area] with the real details, then run the prompt.
Step 3Set up one way to keep up (newsletter, feed).

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

Importance 3.7/5 · core task · O*NET work activity: Update professional knowledge..

Select and assign instructors to conduct training.

Monthly

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 a training / development specialist. Part of my job is to select and assign instructors to conduct training.

Context: We use Learning management system LMS; the work draws on education and training, personnel and human resources and psychology.
Training: [topic, class type]
Learners: [describe]

Draft a manual section, visual aid list and session plan. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Training materials

Step 1Pick a real example: the next time you select and assign instructors.
Step 2Fill in [Training] and [Learners] 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 3.5/5 · core task · O*NET work activity: Develop training materials.. Also involves: Coordinate training activities..

Schedule classes based on availability of classrooms, equipment, or instructors.

Monthly

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

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 training / development specialist. Part of my job is to schedule classes based on availability of classrooms, equipment, or instructors.

Context: We use Epic Systems and SAP software.
Program: [orientation, training]
Logistics: [rooms, trainers, schedule]

Organize a schedule, sign-ups and evaluation forms. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Training coordination

Step 1Pick a real example: the next time you schedule classes based.
Step 2Fill in [Program] and [Logistics] with the real details, then run the prompt.
Step 3Confirm trainers and rooms a week ahead.

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

Importance 3.3/5 · core task · O*NET work activity: Coordinate training activities..

Monitor training costs and prepare budget reports to justify expenditures.

Monthly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a training / development specialist. Part of my job is to monitor training costs and prepare budget reports to justify expenditures.

Context: We use Epic Systems and Microsoft SharePoint.
Report: [budget, expense, financial summary]
Figures and context: [paste numbers, notes]
Audience: [board, manager, regulator]

Draft the report with a summary, tables, variances explained and next steps. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Financial or budget report

Step 1Pick a real example: the next time you monitor training costs.
Step 2Fill in [Report], [Figures and context] and [Audience] with the real details, then run the prompt.
Step 3Recompute every total and check each variance explanation against the books. Recompute every total yourself.

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

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

Importance 3.8/5 · core task · O*NET work activity: Prepare financial documents, reports, or budgets.. Also involves: Monitor financial indicators..

AI can help you prep these 15

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

Present information with a variety of instructional techniques or formats, such as role playing, simulations, team exercises, group discussions, videos, or lectures.

Weekly

AI preps the materials; reading the room is you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 38% of those conversations; the rest were back-and-forth with the person.

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 training / development specialist. Part of my job is to present information with a variety of instructional techniques or formats, such as role playing, simulations, team exercises, group discussions, videos, or lectures.

Context: We use Learning management system LMS and Microsoft PowerPoint; the work draws on education and training, personnel and human resources and psychology.
Skill: [orientation, role-play topic]
Learners: [new hires, staff]

Plan a session with varied techniques and a practice scenario. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Skills training session

Step 1Pick a real example: the next time you present information with a variety of instructional techniques (this week).
Step 2Fill in [Skill] and [Learners] with the real details, then run the prompt.
Step 3Check learners can apply it on the job.

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

Importance 4.7/5 · core task · O*NET work activity: Train personnel to enhance job skills..

Offer specific training programs to help workers maintain or improve job skills.

Weekly

AI preps the materials; reading the room is you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 48% of those conversations; the rest were back-and-forth with the person.

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 training / development specialist. Part of my job is to offer specific training programs to help workers maintain or improve job skills.

Context: We use Learning management system LMS and Microsoft PowerPoint; the work draws on education and training, personnel and human resources and psychology.
Skill: [orientation, role-play topic]
Learners: [new hires, staff]

Plan a session with varied techniques and a practice scenario. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Skills training session

Step 1Pick a real example: the next time you offer specific training programs (this week).
Step 2Fill in [Skill] and [Learners] with the real details, then run the prompt.
Step 3Check learners can apply it on the job.

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

Importance 4.4/5 · core task · O*NET work activity: Train personnel to enhance job skills..

Monitor, evaluate, or record training activities or program effectiveness.

Weekly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 31% of those conversations; the rest were back-and-forth with the person.

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 training / development specialist. Part of my job is to monitor, evaluate, or record training activities or program effectiveness.

Context: We use Oracle Business Intelligence Enterprise Edition and IBM SPSS Statistics; the work draws on education and training, personnel and human resources and psychology.
Policy or practice: [selection test, benefits, safety program]
Data: [paste turnover, results, claims, survey results]

Assess whether it's achieving its aim, spot unintended effects, and suggest changes. Note any legal considerations.

10-minute exercise: HR policy effectiveness

Step 1Pick a real example: the next time you monitor, evaluate, or record training activities (this week).
Step 2Fill in [Policy or practice] and [Data] with the real details, then run the prompt.
Step 3Check legal points with your HR or legal team.

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

Importance 4.4/5 · core task · O*NET work activity: Evaluate effectiveness of personnel policies or practices.. Also involves: Evaluate training programs, instructors, or materials..

Design, plan, organize, or direct orientation and training programs for employees or customers.

Weekly

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 50% 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 training / development specialist. Part of my job is to design, plan, organize, or direct orientation and training programs for employees or customers.

Context: We use Epic Systems and SAP software.
Program: [orientation, training]
Logistics: [rooms, trainers, schedule]

Organize a schedule, sign-ups and evaluation forms. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Training coordination

Step 1Pick a real example: the next time you design, plan, organize, or direct orientation and training programs (this week). Leave out names and identifying details.
Step 2Fill in [Program] and [Logistics] with the real details, then run the prompt.
Step 3Confirm trainers and rooms a week ahead.

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

Importance 4.3/5 · core task · O*NET work activity: Coordinate training activities.. Also involves: Develop training materials..

Evaluate modes of training delivery, such as in-person or virtual, to optimize training effectiveness, training costs, or environmental impacts.

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 a training / development specialist. Part of my job is to evaluate modes of training delivery, such as in-person or virtual, to optimize training effectiveness, training costs, or environmental impacts.

Context: We use IBM SPSS Statistics and Learning management system LMS; the work draws on education and training, personnel and human resources and psychology.
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 evaluate modes of training delivery.
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.

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

Importance 4.5/5 · core task · O*NET work activity: Conduct surveys in organizations..

Assess training needs through surveys, interviews with employees, focus groups, or consultation with managers, instructors, or customer representatives.

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 a training / development specialist. Part of my job is to assess training needs through surveys, interviews with employees, focus groups, or consultation with managers, instructors, or customer representatives.

Context: We use IBM SPSS Statistics and Learning management system LMS; the work draws on education and training, personnel and human resources and psychology.
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 assess training needs. 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.

Importance 4.4/5 · core task · O*NET work activity: Conduct surveys in organizations..

Develop alternative training methods if expected improvements are not seen.

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 training / development specialist. Part of my job is to develop alternative training methods if expected improvements are not seen.

Context: We use Epic Systems and SAP software.
Program: [orientation, training]
Logistics: [rooms, trainers, schedule]

Organize a schedule, sign-ups and evaluation forms. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Training coordination

Step 1Pick a real example: the next time you develop alternative training methods if expected improvements are not.
Step 2Fill in [Program] and [Logistics] with the real details, then run the prompt.
Step 3Confirm trainers and rooms a week ahead.

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

Importance 4.1/5 · core task · O*NET work activity: Coordinate training activities..

Attend meetings or seminars to obtain information for use in training programs or to inform management of training program status.

Monthly

AI explains and quizzes you; confirm against official sources.

Show prompt & steps

AI can explain new developments and quiz you. Confirm what you learn against official sources.

Ready-to-use prompt

I work as a training / development specialist. Part of my job is to attend meetings or seminars to obtain information for use in training programs or to inform management of training program status.

Context: The work draws on education and training, personnel and human resources and psychology.
Profession: [describe]
Area: [industry deals, safety rules, practice changes]

Brief me on what's new, how it affects my work, and where to keep up. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Professional update

Step 1Pick a real example: the next time you attend meetings or seminars.
Step 2Fill in [Profession] and [Area] with the real details, then run the prompt.
Step 3Set up one way to keep up (newsletter, feed).

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

Importance 3.7/5 · core task · O*NET work activity: Update professional knowledge..

Evaluate training materials prepared by instructors, such as outlines, text, or handouts.

Monthly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 20% of those conversations; the rest were back-and-forth with the person.

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 training / development specialist. Part of my job is to evaluate training materials prepared by instructors, such as outlines, text, or handouts.

Context: We use Oracle Business Intelligence Enterprise Edition and IBM SPSS Statistics; the work draws on education and training, personnel and human resources and psychology.
Program: [training or apprenticeship]
Data: [paste feedback, test scores, on-the-job results]

Evaluate the program and instructors on reaction, learning and behaviour change, and recommend improvements. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Training program evaluation

Step 1Pick a real example: the next time you evaluate training materials.
Step 2Fill in [Program] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

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

Importance 4.0/5 · core task · O*NET work activity: Evaluate training programs, instructors, or materials.. Also involves: Coordinate training activities..

Coordinate recruitment and placement of training program participants.

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 training / development specialist. Part of my job is to coordinate recruitment and placement of training program participants.

Context: We use Epic Systems and SAP software.
Roles: [describe]
Channels: [job fairs, ads]

Organize a recruitment plan and applicant information sheet. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Recruitment coordination

Step 1Pick a real example: the next time you coordinate recruitment and placement of training program participants.
Step 2Fill in [Roles] and [Channels] 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: Coordinate personnel recruitment activities..

Negotiate contracts with clients for desired training outcomes, fees, or expenses.

Monthly

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 training / development specialist. Part of my job is to negotiate contracts with clients for desired training outcomes, fees, or expenses.

Context: We use Microsoft Dynamics and Blackbaud The Raiser's Edge; the work draws on education and training, personnel and human resources and psychology.
Supplier: [type]
Terms: [price, discount, transport]

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

10-minute exercise: Supplier contract negotiation

Step 1Pick a real example: the next time you negotiate contracts. Leave out names and identifying details.
Step 2Fill in [Supplier] and [Terms] 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 3.5/5 · core task · O*NET work activity: Negotiate contracts with clients or service providers..

Devise programs to develop executive potential among employees in lower-level positions.

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 training / development specialist. Part of my job is to devise programs to develop executive potential among employees in lower-level positions.

Context: We use Learning management system LMS and Microsoft PowerPoint; the work draws on education and training, personnel and human resources and psychology.
Topic: [interviewing, appraisals, compliance]
Managers: [describe]

Plan a workshop with scenarios. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Manager training

Step 1Pick a real example: the next time you devise programs to develop executive potential among employees. Leave out names and identifying details.
Step 2Fill in [Topic] and [Managers] 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 3.8/5 · core task · O*NET work activity: Train personnel on managerial topics..

Supervise, evaluate, or refer instructors to skill development classes.

Monthly

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 training / development specialist. Part of my job is to supervise, evaluate, or refer instructors to skill development classes.

Context: We use Oracle Business Intelligence Enterprise Edition and IBM SPSS Statistics; the work draws on education and training, personnel and human resources and psychology.
Program: [training or apprenticeship]
Data: [paste feedback, test scores, on-the-job results]

Evaluate the program and instructors on reaction, learning and behaviour change, and recommend improvements. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Training program evaluation

Step 1Pick a real example: the next time you supervise, evaluate, or refer instructors.
Step 2Fill in [Program] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

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

Importance 3.4/5 · core task · O*NET work activity: Evaluate training programs, instructors, or materials.. Also involves: Supervise employees..

Refer trainees to employer relations representatives, to locations offering job placement assistance, or to appropriate social services agencies, if warranted.

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 a training / development specialist. Part of my job is to refer trainees to employer relations representatives, to locations offering job placement assistance, or to appropriate social services agencies, if warranted.

Context: We use Human resource management software HRMS; the work draws on education and training, personnel and human resources and psychology.
Topic: [recruiting, EEO, retention]
Audience: [managers, employees]

Explain guidance clearly. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: HR advice

Step 1Pick a real example: the next time you refer trainees.
Step 2Fill in [Topic] and [Audience] with the real details, then run the prompt.
Step 3Check legal points with HR or counsel.

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

Importance 2.9/5 · O*NET work activity: Advise others on human resources topics..

Develop or implement training programs related to efficiency, recycling, or other issues with environmental impacts.

A few times a year

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 training / development specialist. Part of my job is to develop or implement training programs related to efficiency, recycling, or other issues with environmental impacts.

Context: We use Learning management system LMS and Microsoft PowerPoint; the work draws on education and training, personnel and human resources and psychology.
Procedure or form: [describe]
Staff: [describe]

Plan training and a manual section. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Compliance procedures training

Step 1Pick a real example: the next time you develop or implement training programs to efficiency.
Step 2Fill in [Procedure or form] and [Staff] 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 2.6/5 · O*NET work activity: Train personnel in organizational or compliance procedures..

These stay human 0

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): Contact with others: constant contact with others · Face-to-face discussions: once a week or more but not every day

None of this job's tasks are here.

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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 4.0/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Monitoringimportance 3.9/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Reading Comprehensionimportance 3.9/5
    Used in: Training and Teaching Others
  • Critical Thinkingimportance 3.9/5
    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.

  • Training and Development Managers0% human-led · Same preparation · $133,000/yr · usually bachelor's degreeSkills to build: Complex Problem Solving, Management of Financial Resources, Systems Analysis
  • Education Teachers, Postsecondary27% human-led · Needs more preparation · $75,350/yr · usually doctoral degreeSkills to build: Reading Comprehension, Writing, Complex Problem Solving
  • Education Administrators, Kindergarten through Secondary38% human-led · Needs more preparation · $105,870/yrSkills to build: Management of Material Resources, Management of Personnel Resources, Complex Problem Solving
  • Instructional Coordinators21% human-led · Needs more preparation · $77,440/yr · usually master's degreeSkills to build: Systems Analysis, Complex Problem Solving, Reading Comprehension

Getting into this job

Bachelor's degree is most common (78% of workers)

  • High school or less 9%
  • Certificate or some college 4%
  • Associate's 9%
  • Bachelor's 78%
  • On-the-job training: 3–6 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 AcrobatAdobe After EffectsAdobe Creative Cloud softwareAdobe IllustratorAdobe InDesignAdobe PhotoshopCisco WebexDjangoEpic SystemsHypertext markup language HTMLIBM SPSS StatisticsJavaScript