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How a maid / housekeeping cleaner can use AI, task by task

O*NET 37-2012.00: Maids and Housekeeping CleanersMedian pay $35,510/year (BLS, May 2025)20 tasksJob Zone 2: Some preparation

Perform any combination of light cleaning duties to maintain private households or commercial establishments, such as hotels and hospitals, in a clean and orderly manner. Duties may include making beds, replenishing linens, cleaning rooms and halls, and vacuuming.

Type your own title and every prompt on this page updates to match. Also called: Chambermaid, Cleaner, Cottage Attendant, Environmental Services Aide, Environmental Services Worker, Guest Room Attendant (GRA), Housekeeper, Housekeeping Laundry Worker, Room Cleaner.

Where AI fits in this job

AI-ready 2%AI-assist 0%Stays human 98%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 1 AI-ready, 0 AI-assist and 19 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).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Request repair services and wait for repair workers to arrive.Plan & schedule · Weekly

💪 Lean into these

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

  1. Carry linens, towels, toilet items, and cleaning supplies, using wheeled carts.Hands-on work · Several times a day
  2. Clean rooms, hallways, lobbies, lounges, restrooms, corridors, elevators, stairways, locker rooms, and other work areas so that health standards are met.Hands-on work · Daily
  3. Keep storage areas and carts well-stocked, clean, and tidy.Hands-on work · Daily

Skills to build & where you could move ↓

AI can draft these 1

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

Request repair services and wait for repair workers to arrive.

Weekly

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 maid / housekeeping cleaner. Part of my job is to request repair services and wait for repair workers to arrive.

Context: We use Computerized maintenance management system CMMS and Microsoft Excel; the work draws on customer and personal service and public safety and security.
Work orders: [list with priorities]
Crew: [people, skills]

Sequence and assign the work. 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: Repair schedule

Step 1Pick a real example: the next time you request repair services and wait (this week).
Step 2Fill in [Work orders] and [Crew] 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 3.6/5 · O*NET work activity: Schedule repair, installation or maintenance activities..

AI can help you prep these 0

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

None of this job's tasks are here.

These stay human 19

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): Standing: continually or almost continually · Walking or running: more than half the time · Face-to-face discussions: once a week or more but not every day · Using hands on tools and objects: more than half the time

Carry linens, towels, toilet items, and cleaning supplies, using wheeled carts.

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to carry linens, towels, toilet items, and cleaning supplies, using wheeled carts.

Context: The work draws on customer and personal service and public safety and security.
Route: [floors, rooms]
Items: [linens, supplies]

Plan a cart layout and route. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Moving supplies efficiently

Step 1Pick a real example: the next time you carry linens, towels and toilet items.
Step 2Fill in [Route] and [Items] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.4/5 · core task · O*NET work activity: Move materials, equipment, or supplies..

Clean rooms, hallways, lobbies, lounges, restrooms, corridors, elevators, stairways, locker rooms, and other work areas so that health standards are met.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to clean rooms, hallways, lobbies, lounges, restrooms, corridors, elevators, stairways, locker rooms, and other work areas so that health standards are met.

Context: The work draws on customer and personal service and public safety and security.
Facility: [restrooms, common areas]
Supplies: [stock list]

Make a service checklist and restock sheet. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Restroom and facility service

Step 1Pick a real example: the next time you clean rooms, hallways and lobbies (today).
Step 2Fill in [Facility] and [Supplies] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.3/5 · core task · O*NET work activity: Clean facilities or sites..

Keep storage areas and carts well-stocked, clean, and tidy.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to keep storage areas and carts well-stocked, clean, and tidy.

Context: The work draws on customer and personal service and public safety and security.
Facility: [restrooms, common areas]
Supplies: [stock list]

Make a service checklist and restock sheet. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Restroom and facility service

Step 1Pick a real example: the next time you keep storage areas and carts (today).
Step 2Fill in [Facility] and [Supplies] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.4/5 · core task · O*NET work activity: Clean facilities or sites.. Also involves: Inventory materials or equipment..

Empty wastebaskets, empty and clean ashtrays, and transport other trash and waste to disposal areas.

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to empty wastebaskets, empty and clean ashtrays, and transport other trash and waste to disposal areas.

Context: The work draws on customer and personal service and public safety and security.
Area: [building, rooms]
Waste types: [trash, recycling]

Make a collection route and sorting rules. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Waste collection routine

Step 1Pick a real example: the next time you empty wastebaskets.
Step 2Fill in [Area] and [Waste types] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.2/5 · core task · O*NET work activity: Dispose of trash or waste materials..

Dust and polish furniture and equipment.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to dust and polish furniture and equipment.

Context: The work draws on customer and personal service and public safety and security.
Items: [windows, furniture, mirrors]
Products: [what's available]

Make an efficient cleaning order and product guide. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Cleaning routine for fixtures

Step 1Pick a real example: the next time you dust and polish furniture and equipment (today).
Step 2Fill in [Items] and [Products] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.0/5 · core task · O*NET work activity: Clean furniture or fixtures.. Also involves: Clean equipment or supplies..

Sweep, scrub, wax, or polish floors, using brooms, mops, or powered scrubbing and waxing machines.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to sweep, scrub, wax, or polish floors, using brooms, mops, or powered scrubbing and waxing machines.

Context: The work draws on customer and personal service and public safety and security.
Floors: [type, area]
Task: [daily clean, strip and refinish]

List steps, products, drying times and safety signs. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Floor care plan

Step 1Pick a real example: the next time you sweep, scrub wax, or polish floors, using brooms (today).
Step 2Fill in [Floors] and [Task] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.2/5 · core task · O*NET work activity: Clean building walls or flooring..

Replenish supplies, such as drinking glasses, linens, writing supplies, and bathroom items.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to replenish supplies, such as drinking glasses, linens, writing supplies, and bathroom items.

Context: The work draws on customer and personal service and public safety and security.
Items: [tools, supplies]
Locations: [describe]

Plan a count sheet and process. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Inventory count

Step 1Pick a real example: the next time you replenish supplies (today).
Step 2Fill in [Items] and [Locations] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.2/5 · core task · O*NET work activity: Inventory materials or equipment..

Clean rugs, carpets, upholstered furniture, and draperies, using vacuum cleaners and shampooers.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to clean rugs, carpets, upholstered furniture, and draperies, using vacuum cleaners and shampooers.

Context: The work draws on customer and personal service and public safety and security.
Items: [windows, furniture, mirrors]
Products: [what's available]

Make an efficient cleaning order and product guide. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Cleaning routine for fixtures

Step 1Pick a real example: the next time you clean rugs, carpets and upholstered furniture (today).
Step 2Fill in [Items] and [Products] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.1/5 · core task · O*NET work activity: Clean furniture or fixtures.. Also involves: Clean building walls or flooring..

Wash windows, walls, ceilings, and woodwork, waxing and polishing as necessary.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to wash windows, walls, ceilings, and woodwork, waxing and polishing as necessary.

Context: The work draws on customer and personal service and public safety and security.
Floors: [type, area]
Task: [daily clean, strip and refinish]

List steps, products, drying times and safety signs. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Floor care plan

Step 1Pick a real example: the next time you wash windows, walls and ceilings (today).
Step 2Fill in [Floors] and [Task] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.0/5 · core task · O*NET work activity: Clean building walls or flooring.. Also involves: Clean furniture or fixtures..

Observe precautions required to protect hotel and guest property and report damage, theft, and found articles to supervisors.

Daily

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to observe precautions required to protect hotel and guest property and report damage, theft, and found articles to supervisors.

Context: The work draws on customer and personal service and public safety and security.
Building: [type]
Security tasks: [locking, checks, reporting]

Make an end-of-shift security round checklist and an incident note template. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Premises security round

Step 1Pick a real example: the next time you observe precautions (today). Leave out names and identifying details.
Step 2Fill in [Building] and [Security tasks] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.2/5 · O*NET work activity: Monitor building premises to ensure occupant or visitor safety..

Disinfect equipment and supplies, using germicides or steam-operated sterilizers.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to disinfect equipment and supplies, using germicides or steam-operated sterilizers.

Context: The work draws on customer and personal service and public safety and security.
Equipment: [rides, gym, supplies]
Disinfectant: [product]

List steps, contact times and PPE. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Equipment cleaning and disinfecting

Step 1Pick a real example: the next time you disinfect equipment and supplies (today).
Step 2Fill in [Equipment] and [Disinfectant] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.3/5 · O*NET work activity: Clean equipment or supplies..

Sort, count, and mark clean linens and store them in linen closets.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to sort, count, and mark clean linens and store them in linen closets.

Context: The work draws on customer and personal service and public safety and security.
Items: [tools, supplies]
Locations: [describe]

Plan a count sheet and process. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Inventory count

Step 1Pick a real example: the next time you sort, count, and mark clean linens (today).
Step 2Fill in [Items] and [Locations] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.1/5 · O*NET work activity: Inventory materials or equipment..

Hang draperies and dust window blinds.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to hang draperies and dust window blinds.

Context: The work draws on customer and personal service and public safety and security.
Items: [windows, furniture, mirrors]
Products: [what's available]

Make an efficient cleaning order and product guide. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Cleaning routine for fixtures

Step 1Pick a real example: the next time you hang draperies (today).
Step 2Fill in [Items] and [Products] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.6/5 · O*NET work activity: Clean furniture or fixtures.. Also involves: Decorate indoor or outdoor spaces..

Polish silver accessories and metalwork, such as fixtures and fittings.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to polish silver accessories and metalwork, such as fixtures and fittings.

Context: The work draws on customer and personal service and public safety and security.
Items: [windows, furniture, mirrors]
Products: [what's available]

Make an efficient cleaning order and product guide. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Cleaning routine for fixtures

Step 1Pick a real example: the next time you polish silver accessories and metalwork (today).
Step 2Fill in [Items] and [Products] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.4/5 · O*NET work activity: Clean furniture or fixtures..

Sort clothing and other articles, load washing machines, and iron and fold dried items.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to sort clothing and other articles, load washing machines, and iron and fold dried items.

Context: The work draws on customer and personal service and public safety and security.
Items: [books, laundry, products]
System: [classification, procedure]

Make a step routine. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Sort and return routine

Step 1Pick a real example: the next time you sort clothing and other articles (today).
Step 2Fill in [Items] and [System] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.1/5 · O*NET work activity: Sort materials or products.. Also involves: Operate garment treatment equipment..

Move and arrange furniture and turn mattresses.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to move and arrange furniture and turn mattresses.

Context: The work draws on customer and personal service and public safety and security.
Items: [furniture]
Route: [doors, stairs]

Plan lifting, equipment and route. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Furniture moving

Step 1Pick a real example: the next time you move and arrange furniture (this week).
Step 2Fill in [Items] and [Route] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.9/5 · O*NET work activity: Move furniture..

Deliver television sets, ironing boards, baby cribs, and rollaway beds to guests' rooms.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to deliver television sets, ironing boards, baby cribs, and rollaway beds to guests' rooms.

Context: The work draws on customer and personal service and public safety and security.
Items: [furniture]
Route: [doors, stairs]

Plan lifting, equipment and route. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Furniture moving

Step 1Pick a real example: the next time you deliver television sets (this week). Leave out names and identifying details.
Step 2Fill in [Items] and [Route] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.7/5 · O*NET work activity: Move furniture..

Prepare rooms for meetings and arrange decorations, media equipment, and furniture for social or business functions.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to prepare rooms for meetings and arrange decorations, media equipment, and furniture for social or business functions.

Context: The work draws on customer and personal service and public safety and security.
Items: [furniture]
Route: [doors, stairs]

Plan lifting, equipment and route. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Furniture moving

Step 1Pick a real example: the next time you prepare rooms (this week).
Step 2Fill in [Items] and [Route] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.6/5 · O*NET work activity: Move furniture.. Also involves: Decorate indoor or outdoor spaces..

Replace light bulbs.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a maid / housekeeping cleaner. Part of my job is to replace light bulbs.

Context: The work draws on customer and personal service and public safety and security.
Equipment: [sports gear, systems]
Needs: [describe]

List maintenance routine. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Equipment upkeep

Step 1Pick a real example: the next time you replace light bulbs (this week).
Step 2Fill in [Equipment] and [Needs] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.7/5 · O*NET work activity: Maintain equipment or systems to ensure proper functioning..

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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.

Stays human Deepen these

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

  • Critical Thinkingimportance 2.8/5
    Used in: Monitoring and Controlling Resources
  • Monitoringimportance 2.8/5
    Used in: Monitoring and Controlling Resources
  • Reading Comprehensionimportance 2.6/5
    Used in: Monitoring Processes, Materials, or Surroundings
  • Active Listeningimportance 2.8/5
    Used in: Monitoring Processes, Materials, or Surroundings

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.

  • Coordinationimportance 3.0/5
    Used in: Scheduling Work and Activities
  • Time Managementimportance 3.0/5
    Used in: Scheduling Work and Activities

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

Less than high school is most common (45% of workers)

  • High school or less 80%
  • Certificate or some college 9%
  • Bachelor's 6%
  • Graduate degree 5%
  • On-the-job training: up to 1 month
  • Related experience: up to 1 month

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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