Molders, Shapers, and Casters, Except Metal and Plastic.

This job has 79 core tasks. We went through 22 of them, one at a time.

Task by task, from the work Molders, Shapers, and Casters, Except Metal and Plastics actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

1. TASK 01

   Record manufacturing information, such as quantities, sizes, or types of goods produced.

   AI DOES

   Fills in digital logs, spots errors in numbers, and organizes production records automatically

   YOU DO

   Observe the actual physical output and verify counts firsthand

2. TASK 02

   Design spaces to display pottery for sale.

   AI DOES

   Generates layout options, mood boards, and display arrangement ideas

   YOU DO

   Walk the actual space and trust your eye for how pieces look in real light

3. TASK 03

   Determine types and quantities of glass required to fabricate products.

   AI DOES

   Calculates material quantities and suggests glass types based on product specs

   YOU DO

   Apply hands-on knowledge of how each glass type actually behaves in the shop

4. TASK 04

   Read work orders or examine parts to determine parts or sections of products to be produced.

   AI DOES

   Reads and summarizes work orders, flags key specs, and cross-references part dimensions

   YOU DO

   Physically inspect parts and apply hands-on experience to judge which mold sections fit the job

5. TASK 05

   Develop sketches of glass products into blueprint specifications, applying knowledge of glass technology and glass blowing.

   AI DOES

   Drafts blueprint templates, suggests standard measurements, and looks up glass material properties

   YOU DO

   Apply real workshop experience to know how heat, gravity, and airflow shape the final piece

6. TASK 06

   Design clay forms and molds, and decorations for forms.

   AI DOES

   Generates design sketches, pattern ideas, and mold concepts to spark creativity

   YOU DO

   Trust your hands and artistic sense to turn ideas into real clay forms

7. TASK 07

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

   AI DOES

   Tracks supply lists, flags low stock, and drafts purchase orders

   YOU DO

   Physically inspect tools and judge real shop needs before ordering

8. TASK 08

   Set the proper operating temperature for each casting.

   AI DOES

   Looks up recommended temperature ranges for specific materials and mold types

   YOU DO

   Read the real mold, material, and environment to dial in the exact setting

9. TASK 09

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

   AI DOES

   Drafts emails, writes product descriptions, suggests gallery contacts, and schedules social media posts

   YOU DO

   Show up in person, build real trust with buyers and galleries, and represent your own artistic voice

10. TASK 10

    Study artistic objects or graphic materials, such as models, sketches, or blueprints, to plan carving or cutting techniques.

    AI DOES

    Reads blueprints and sketches to flag key dimensions, angles, and design details

    YOU DO

    Judge how the specific stone's grain, flaws, and texture shape your cutting plan

11. TASK 11

    Inspect, weigh, and measure products to verify conformance to specifications, using instruments such as micrometers, calipers, magnifiers, or rulers.

    AI DOES

    Flags visual defects and logs measurement data via machine vision cameras

    YOU DO

    Use your hands and tools to measure and judge each piece up close

12. TASK 12

    Verify depths and dimensions of cuts or carvings to ensure adherence to specifications, blueprints, or models, using measuring instruments.

    AI DOES

    Reads blueprints digitally and compares measurements entered by the worker against specs

    YOU DO

    Physically place and read measuring instruments against real stone surfaces

13. TASK 13

    Set up and adjust machine press stroke lengths and pressures and regulate oven temperatures, according to glass types to be processed.

    AI DOES

    Looks up recommended press stroke settings and temperature ranges for specific glass types

    YOU DO

    Physically adjust controls, feel material response, and use hands-on experience to fine-tune settings

14. TASK 14

    Lay out designs or dimensions from sketches or blueprints on stone surfaces, freehand or by transferring them from tracing paper, using scribes or chalk and measuring instruments.

    AI DOES

    Reads blueprints and helps calculate measurements or scale proportions digitally

    YOU DO

    Trust your hands and eyes to transfer marks accurately onto real stone surfaces

15. TASK 15

    Select chisels, pneumatic or surfacing tools, or sandblasting nozzles, and determine sequence of use.

    AI DOES

    Suggests common tool sequences and explains what each tool is best for based on stone type and project descriptions

    YOU DO

    Judge the real stone in front of you and adjust your plan based on what you see and feel

16. TASK 16

    Select sizes and types of molds according to instructions.

    AI DOES

    Looks up mold specs and matches instructions to catalog options

    YOU DO

    Physically inspect molds and judge real conditions on the shop floor

17. TASK 17

    Measure ingredients and mix molding, casting material, or sealing compounds to prescribed consistencies, according to formulas.

    AI DOES

    Looks up formulas, converts measurements, and flags mixing errors on a digital display

    YOU DO

    Physically weigh, pour, and judge the look and feel of the mixed material

18. TASK 18SOURCE-BACKED TASK

    Verify dimensions of products, using measuring instruments, such as calipers, vernier gauges, or protractors.

    AI DOES

    Reads digital measurements and flags out-of-spec parts

    YOU DO

    Choose the right tool and technique

    About this analysis +

    40% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

19. TASK 19

    Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

    AI DOES

    Monitors temperature data and flags when readings drift out of range

    YOU DO

    Stay present to make physical adjustments and respond to unexpected equipment behavior

20. TASK 20

    Engrave or stamp identifying symbols, letters, or numbers on products.

    AI DOES

    Suggests label layouts, symbol placement, or checks for errors in text before marking

    YOU DO

    Operate the stamping or engraving tool safely and accurately on real materials

21. TASK 21

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

    AI DOES

    Analyzes sensor data patterns and flags unusual readings in connected digital systems

    YOU DO

    Stay present on the floor to physically start equipment and respond to real-world conditions

22. TASK 22

    Construct or form molds for use in casting clay or plaster objects, using plaster, fiberglass, rubber, casting machines, patterns, or flasks.

    AI DOES

    Looks up mold-making techniques or material ratios when asked

    YOU DO

    Do the physical forming, pouring, and finishing work yourself