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How a potter (manufacturing) can use AI, task by task

O*NET 51-9195.05: Potters, Manufacturing23 tasksJob Zone 3: Medium preparation

Operate production machines such as pug mill, jigger machine, or potter's wheel to process clay in manufacture of ceramic, pottery and stoneware products.

Type your own title and every prompt on this page updates to match. Also called: Clay Mixer, Glazer, Jigger Artisan, Jigger Machine Operator, Jiggerman, Kiln Worker, Potter, Pottery Manufacturer, Production Potter, Pugmill Operator.

Where AI fits in this job

AI-ready 0%AI-assist 9%Stays human 91%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 0 AI-ready, 4 AI-assist and 19 human-led tasks out of 23. 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. Maintain supplies of tools, equipment, and materials, and order additional supplies as needed.Handle the admin · Monthly
  2. Design spaces to display pottery for sale.Create & design · A few times a year
  3. Design clay forms and molds, and decorations for forms.Create & design · Monthly

💪 Lean into these

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

  1. Move pieces from wheels so that they can dry.Hands-on work · Several times a day
  2. Adjust wheel speeds according to the feel of the clay as pieces enlarge and walls become thinner.Hands-on work · Several times a day
  3. Raise and shape clay into wares, such as vases and pitchers, on revolving wheels, using hands, fingers, and thumbs.Hands-on work · Several times a day

Skills to build & where you could move ↓

AI can draft these 0

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

None of this job's tasks are here.

AI can help you prep these 4

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

Maintain supplies of tools, equipment, and materials, and order additional supplies as needed.

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 potter (manufacturing). Part of my job is to maintain supplies of tools, equipment, and materials, and order additional supplies as needed.

Context: We use Inventory control software and Microsoft Excel.
What I need: [parts, lab supplies, materials]
Stock and usage: [current levels, how fast we use them]
Suppliers: [who we buy from]

Make an order list with quantities, a reorder-point table and a requisition template. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Ordering supplies

Step 1Pick a real example: the next time you maintain supplies of tools, equipment and materials.
Step 2Fill in [What I need], [Stock and usage] and [Suppliers] with the real details, then run the prompt.
Step 3Check part numbers and approvals before placing the order.

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

Importance 4.0/5 · core task · O*NET work activity: Order materials, supplies, or equipment.. Also involves: Maintain inventories of materials, equipment, or products..

Design spaces to display pottery for sale.

A few times a year

AI generates options and references; taste and the final call are yours.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as a potter (manufacturing). Part of my job is to design spaces to display pottery for sale.

Context: The work draws on fine arts, production and processing and design.
Project: [interface, craft, exhibit]
Brief: [goals, audience]

Generate 10 concepts and develop 2. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Design concepts

Step 1Pick a real example: the next time you design spaces.
Step 2Fill in [Project] and [Brief] with the real details, then run the prompt.
Step 3Pick the idea that sparks something and develop it yourself for 5 minutes.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 4.2/5 · core task · O*NET work activity: Develop artistic or design concepts for decoration, exhibition, or commercial purposes..

Design clay forms and molds, and decorations for forms.

Monthly

AI generates options and references; taste and the final call are yours.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as a potter (manufacturing). Part of my job is to design clay forms and molds, and decorations for forms.

Context: The work draws on fine arts, production and processing and design.
Piece: [ring, pendant, object]
Materials and budget: [metals, stones]

Generate design ideas with specs. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Jewelry design concepts

Step 1Pick a real example: the next time you design clay forms and molds and decorations.
Step 2Fill in [Piece] and [Materials and budget] with the real details, then run the prompt.
Step 3Pick the idea that sparks something and develop it yourself for 5 minutes.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 3.6/5 · O*NET work activity: Design jewelry or decorative objects..

Teach pottery classes.

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 potter (manufacturing). Part of my job is to teach pottery classes.

Context: The work draws on fine arts, production and processing and design.
Subject: [topic]
Learners: [describe]

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

10-minute exercise: Class session plan

Step 1Pick a real example: the next time you teach pottery classes.
Step 2Fill in [Subject] and [Learners] 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 2.2/5 · O*NET work activity: Teach classes in area of specialization..

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): Using hands on tools and objects: more than half the time · Dealing with the public: very important · Face-to-face discussions: once a week or more but not every day · Impact of decisions: important results

Move pieces from wheels so that they can dry.

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 potter (manufacturing). Part of my job is to move pieces from wheels so that they can dry.

Context: The work draws on fine arts, production and processing and design.
Machine: [press, oven, winder]
Product: [describe]

List safe stop, removal and handling steps. 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: Unloading the machine

Step 1Pick a real example: the next time you move pieces.
Step 2Fill in [Machine] and [Product] 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 4.5/5 · core task · O*NET work activity: Remove products or workpieces from production equipment..

Adjust wheel speeds according to the feel of the clay as pieces enlarge and walls become thinner.

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 potter (manufacturing). Part of my job is to adjust wheel speeds according to the feel of the clay as pieces enlarge and walls become thinner.

Context: The work draws on fine arts, production and processing and design.
Equipment: [radio, antenna, machine]
Targets: [specs]

List adjustment steps and measurements. 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: Performance tuning

Step 1Pick a real example: the next time you adjust wheel speeds.
Step 2Fill in [Equipment] and [Targets] 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 4.6/5 · core task · O*NET work activity: Adjust equipment to ensure optimal performance..

Raise and shape clay into wares, such as vases and pitchers, on revolving wheels, using hands, fingers, and thumbs.

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 potter (manufacturing). Part of my job is to raise and shape clay into wares, such as vases and pitchers, on revolving wheels, using hands, fingers, and thumbs.

Context: The work draws on fine arts, production and processing and design.
Product: [rolls, crusts, pottery]
Specs: [size, weight]

List shaping technique and consistency checks. 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: Shaping dough or clay

Step 1Pick a real example: the next time you raise and shape clay.
Step 2Fill in [Product] and [Specs] 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 4.6/5 · core task · O*NET work activity: Shape clay or dough to create products..

Position balls of clay in centers of potters' wheels, and start motors or pump treadles with feet to revolve wheels.

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 potter (manufacturing). Part of my job is to position balls of clay in centers of potters' wheels, and start motors or pump treadles with feet to revolve wheels.

Context: The work draws on fine arts, production and processing and design.
Material: [stock, product]
Equipment: [furnace, trays]

List positioning steps and safety. 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: Load positioning

Step 1Pick a real example: the next time you position balls of clay.
Step 2Fill in [Material] and [Equipment] with the real details, then run the prompt.
Step 3Use proper tools and PPE for hot stock.

Importance 4.6/5 · core task · O*NET work activity: Position raw materials on processing or production equipment..

Press thumbs into centers of revolving clay to form hollows, and press on the inside and outside of emerging clay cylinders with hands and fingers, gradually raising and shaping clay to desired forms and sizes.

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 potter (manufacturing). Part of my job is to press thumbs into centers of revolving clay to form hollows, and press on the inside and outside of emerging clay cylinders with hands and fingers, gradually raising and shaping clay to desired forms and sizes.

Context: The work draws on fine arts, production and processing and design.
Product: [rolls, crusts, pottery]
Specs: [size, weight]

List shaping technique and consistency checks. 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: Shaping dough or clay

Step 1Pick a real example: the next time you press thumbs.
Step 2Fill in [Product] and [Specs] 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: Shape clay or dough to create products..

Pull wires through bases of articles and wheels to separate finished pieces.

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 potter (manufacturing). Part of my job is to pull wires through bases of articles and wheels to separate finished pieces.

Context: The work draws on fine arts, production and processing and design.
Process: [forging, sewing]
Workpiece: [describe]

List positioning technique and safety. 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: Guiding workpieces

Step 1Pick a real example: the next time you pull wires (today).
Step 2Fill in [Process] and [Workpiece] with the real details, then run the prompt.
Step 3Keep hands clear of dies and needles.

Importance 4.2/5 · core task · O*NET work activity: Maneuver workpieces in equipment during production..

Smooth surfaces of finished pieces, using rubber scrapers and wet sponges.

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 potter (manufacturing). Part of my job is to smooth surfaces of finished pieces, using rubber scrapers and wet sponges.

Context: The work draws on fine arts, production and processing and design.
Surface: [commutator, filled area]
Specs: [finish]

List tools and steps. 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: Smoothing surfaces

Step 1Pick a real example: the next time you smooth surfaces of finished pieces (today).
Step 2Fill in [Surface] and [Specs] 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: Smooth surfaces of objects or equipment..

Attach handles to pottery pieces.

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 potter (manufacturing). Part of my job is to attach handles to pottery pieces.

Context: The work draws on fine arts, production and processing and design.
Object: [what I'm making]
Materials and methods: [describe]

List steps, tools and finishing. 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: Craft piece plan

Step 1Pick a real example: the next time you attach handles (this week).
Step 2Fill in [Object] and [Materials and methods] with the real details, then run the prompt.
Step 3Make a small test of any new technique first.

Importance 4.5/5 · core task · O*NET work activity: Construct distinctive physical objects for artistic, functional, or commercial purposes..

Verify accuracy of shapes and sizes of objects, using calipers and templates.

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 potter (manufacturing). Part of my job is to verify accuracy of shapes and sizes of objects, using calipers and templates.

Context: The work draws on fine arts, production and processing and design.
Part: [describe]
Tolerances: [from drawing]
Instruments: [micrometer, gauges]

Make an inspection plan and record 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: Dimensional inspection

Step 1Pick a real example: the next time you verify accuracy of shapes and sizes of objects (today).
Step 2Fill in [Part], [Tolerances] and [Instruments] with the real details, then run the prompt.
Step 3Use the record sheet on the next part.

Importance 4.2/5 · core task · O*NET work activity: Measure dimensions of completed products or workpieces to verify conformance to specifications..

Operate gas or electric kilns to fire pottery pieces.

Monthly

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 potter (manufacturing). Part of my job is to operate gas or electric kilns to fire pottery pieces.

Context: The work draws on fine arts, production and processing and design.
Equipment: [curing oven, heater]
Process: [bond curing, shrink-fit]

List temperatures and steps. 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: Heating or curing operation

Step 1Pick a real example: the next time you operate gas or electric kilns.
Step 2Fill in [Equipment] and [Process] 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.

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

Importance 4.8/5 · core task · O*NET work activity: Operate heating or drying equipment..

Prepare work for sale or exhibition, and maintain relationships with retail, pottery, art, and resource networks that can facilitate sale or exhibition of work.

Weekly

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

Show prep prompt & steps

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

Prep prompt

I work as a potter (manufacturing). Part of my job is to prepare work for sale or exhibition, and maintain relationships with retail, pottery, art, and resource networks that can facilitate sale or exhibition of work.

Context: The work draws on fine arts, production and processing and design.
Field: [journalism, sales, other]
Goal: [sources, accounts]

Prepare outreach messages and a cadence to stay in touch. Then play a contact. 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: Grow my network

Step 1Pick a real example: the next time you prepare work for sale or exhibition (this week).
Step 2Fill in [Field] and [Goal] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

Importance 4.5/5 · core task · O*NET work activity: Develop professional relationships or networks.. Also involves: Construct distinctive physical objects for artistic, functional, or commercial purposes..

Mix and apply glazes to pottery pieces, using tools, such as spray guns.

Monthly

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 potter (manufacturing). Part of my job is to mix and apply glazes to pottery pieces, using tools, such as spray guns.

Context: The work draws on fine arts, production and processing and design.
Finish: [ink, stain, paint]
Target: [colour, sheen, sample]

Give me a mixing approach, test-swatch steps, and a recipe card template so I can repeat it.

10-minute exercise: Colour and finish mix

Step 1Pick a real example: the next time you mix and apply glazes.
Step 2Fill in [Finish] and [Target] with the real details, then run the prompt.
Step 3Record the final recipe on the card.

Importance 4.6/5 · core task · O*NET work activity: Mix ingredients to create specific finishes.. Also involves: Apply protective or decorative finishes to workpieces or products..

Examine finished ware for defects and measure dimensions, using rule and thickness gauge.

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 potter (manufacturing). Part of my job is to examine finished ware for defects and measure dimensions, using rule and thickness gauge.

Context: The work draws on fine arts, production and processing and design.
Part: [describe]
Tolerances: [from drawing]
Instruments: [micrometer, gauges]

Make an inspection plan and record 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: Dimensional inspection

Step 1Pick a real example: the next time you examine finished ware (this week).
Step 2Fill in [Part], [Tolerances] and [Instruments] with the real details, then run the prompt.
Step 3Use the record sheet on the next part.

Importance 4.2/5 · core task · O*NET work activity: Measure dimensions of completed products or workpieces to verify conformance to specifications..

Pack and ship pottery to stores or galleries for retail sale.

Monthly

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 potter (manufacturing). Part of my job is to pack and ship pottery to stores or galleries for retail sale.

Context: The work draws on fine arts, production and processing and design.
Products: [what I ship]
Carriers and rules: [size limits, fragile, international]

List packing materials, steps, labels and paperwork per product type. 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: Order packing routine

Step 1Pick a real example: the next time you pack ship pottery.
Step 2Fill in [Products] and [Carriers and rules] with the real details, then run the prompt.
Step 3Pack one order with it and check the box weight and dimensions against the carrier's limits.

Importance 4.3/5 · core task · O*NET work activity: Package objects for shipping.. Also involves: Send information, materials or documentation..

Operate pug mills to blend and extrude clay.

Monthly

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 potter (manufacturing). Part of my job is to operate pug mills to blend and extrude clay.

Context: The work draws on fine arts, production and processing and design.
Batch: [product]
Equipment: [mixer, agitator]

List settings, order and timing. 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: Mixer operation

Step 1Pick a real example: the next time you operate pug mills.
Step 2Fill in [Batch] and [Equipment] 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 · core task · O*NET work activity: Operate mixing equipment..

Adjust pressures, temperatures, and trimming tool settings as required.

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 potter (manufacturing). Part of my job is to adjust pressures, temperatures, and trimming tool settings as required.

Context: The work draws on fine arts, production and processing and design.
Machine: [saw, press, cutter]
Specs: [speeds, angles]

List settings and checks. 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: Cutting set-up

Step 1Pick a real example: the next time you adjust pressures and temperatures (this week).
Step 2Fill in [Machine] and [Specs] 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 3.8/5 · O*NET work activity: Set equipment controls to meet cutting specifications..

Perform test-fires of pottery to determine how to achieve specific colors and textures.

A few times a year

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 potter (manufacturing). Part of my job is to perform test-fires of pottery to determine how to achieve specific colors and textures.

Context: The work draws on fine arts, production and processing and design.
Machine or tool: [describe]
Part specs: [tolerances]

List test run steps, first-piece checks and adjustments. 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: Test run checklist

Step 1Pick a real example: the next time you perform test-fires of pottery.
Step 2Fill in [Machine or tool] and [Part specs] 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. Check it against the manufacturer's manual and your site procedure before you rely on it.

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

Importance 3.8/5 · core task · O*NET work activity: Conduct test runs of production equipment..

Operate drying chambers to dry or finish molded ceramic ware.

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 potter (manufacturing). Part of my job is to operate drying chambers to dry or finish molded ceramic ware.

Context: The work draws on fine arts, production and processing and design.
Equipment: [curing oven, heater]
Process: [bond curing, shrink-fit]

List temperatures and steps. 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: Heating or curing operation

Step 1Pick a real example: the next time you operate drying chambers (this week).
Step 2Fill in [Equipment] and [Process] 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 3.8/5 · O*NET work activity: Operate heating or drying equipment..

Start machine units and conveyors and observe lights and gauges on panel board to verify operational efficiency.

Weekly

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 potter (manufacturing). Part of my job is to start machine units and conveyors and observe lights and gauges on panel board to verify operational efficiency.

Context: The work draws on fine arts, production and processing and design.
Equipment: [what I monitor]
Normal operation: [readings, sounds, outputs that mean it's fine]

Make a monitoring routine: what to check and how often, early warning signs, what to do for each, and a short log template.

10-minute exercise: Equipment watch routine

Step 1Pick a real example: the next time you start machine units and conveyors and observe lights (this week).
Step 2Fill in [Equipment] and [Normal operation] with the real details, then run the prompt.
Step 3Use the routine for a week and keep the log.

Importance 4.6/5 · O*NET work activity: Monitor equipment operation 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.

  • Operations Monitoringimportance 3.2/5
    Used in: Controlling Machines and Processes
  • Critical Thinkingimportance 3.0/5
    Used in: Estimating the Quantifiable Characteristics of Products, Events, or Information
  • Operation and Controlimportance 3.1/5
    Used in: Controlling Machines and Processes
  • Judgment and Decision Makingimportance 2.6/5
    Used in: Estimating the Quantifiable Characteristics of Products, Events, or Information

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.

  • Monitoringimportance 3.0/5
    Used in: Monitoring and Controlling Resources
  • Complex Problem Solvingimportance 2.6/5
    Used in: Monitoring and Controlling Resources

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 4 new or updated tasks here: 0 AI-ready, 0 AI-assist, 4 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Apply glazes to pottery pieces, using tools such as spray guns.

New in O*NET

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 potter (manufacturing). Part of my job is to apply glazes to pottery pieces, using tools such as spray guns.

Context: The work draws on fine arts, production and processing and design.
Product: [part, component, pastry]
Finish: [coating, decoration]

List application steps and quality checks. 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: Finishing step plan

Step 1Pick a real example: the next time you apply glazes.
Step 2Fill in [Product] and [Finish] with the real details, then run the prompt.
Step 3Check the finish against the spec or sample.

Updated O*NET task (08/2020), replacing: “Mix and apply glazes to pottery pieces, using tools, such as spray guns.”. O*NET work activity: Apply protective or decorative finishes to workpieces or products.. Also involves: Mix ingredients to create specific finishes..

Decorate pottery using tools such as brushes.

New in O*NET

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 potter (manufacturing). Part of my job is to decorate pottery using tools such as brushes.

Context: The work draws on fine arts, production and processing and design.
Object: [what I'm making]
Materials and methods: [describe]

List steps, tools and finishing. 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: Craft piece plan

Step 1Pick a real example: the next time you decorate pottery.
Step 2Fill in [Object] and [Materials and methods] with the real details, then run the prompt.
Step 3Make a small test of any new technique first.

New O*NET task (08/2020). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Teach pottery classes.” (Potters, Manufacturing), and was checked by hand. O*NET work activity: Construct distinctive physical objects for artistic, functional, or commercial purposes.. Also involves: Develop artistic or design concepts for decoration, exhibition, or commercial purposes.; Teach classes in area of specialization..

Load and unload pottery from kilns.

New in O*NET

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 potter (manufacturing). Part of my job is to load and unload pottery from kilns.

Context: The work draws on fine arts, production and processing and design.
Load: [shipment, supplies, products]
Vehicle or container: [type, capacity]

Plan load order, weight distribution and securing. 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: Loading plan

Step 1Pick a real example: the next time you load and unload pottery.
Step 2Fill in [Load] and [Vehicle or container] 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.

New O*NET task (08/2020). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Load and unload film.” (Photographers), and was checked by hand. O*NET work activity: Load shipments, belongings, or materials.. Also involves: Load materials or equipment.; Set up still or video cameras or related equipment..

Mix chemicals according to recipes to create glazes.

New in O*NET

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 potter (manufacturing). Part of my job is to mix chemicals according to recipes to create glazes.

Context: The work draws on fine arts, production and processing and design.
Finish: [ink, stain, paint]
Target: [colour, sheen, sample]

Give me a mixing approach, test-swatch steps, and a recipe card template so I can repeat it.

10-minute exercise: Colour and finish mix

Step 1Pick a real example: the next time you mix chemicals.
Step 2Fill in [Finish] and [Target] with the real details, then run the prompt.
Step 3Record the final recipe on the card. Check it against the manufacturer's manual and your site procedure before you rely on it.

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

Updated O*NET task (08/2020), replacing: “Mix and apply glazes to pottery pieces, using tools, such as spray guns.”. O*NET work activity: Mix ingredients to create specific finishes.. Also involves: Apply protective or decorative finishes to workpieces or products..

Getting into this job

Some college is most common (31% of workers)

  • High school or less 46%
  • Certificate or some college 31%
  • Bachelor's 23%
  • On-the-job training: 6–12 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.

Microsoft ExcelMicrosoft Outlook

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