Grinding and Polishing Machine Operators
Official O*NET title: Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders (51-9021.00)
Also called: beveler operator, cullet trucker, grinder, grinder operator, machine operator
Do you do this at work?
Answer each card — it takes about a minute.
Do you do this at work?
Record data from operations, testing, and production on specified forms
Swipe right for yes, left for not me. On a keyboard: → yes, ← not me, Z undo. +2 XP per answer.
How AI is changing grinding and polishing machine operators work
1 of 13 measurable main tasks for this job show up in real AI-use data, so we rate it Green (little AI use yet) — 8%.
This shows where people already use AI, not whether the job will disappear. How we measure this.
Tasks in this job and recorded AI use
- Record data from operations, testing, and production on specified forms (main task) — some recorded AI use
- Observe operation of equipment to make sure continuity of flow, safety, and efficient operation, and to detect malfunctions (main task) — no recorded AI use
- Clean, adjust, and maintain equipment, using hand tools (main task) — no recorded AI use
- Tend accessory equipment (main task) — no recorded AI use
- Move controls to start, stop, or adjust machinery and equipment that crushes, grinds, polishes, or blends materials (main task) — no recorded AI use
- Notify supervisors of needed repairs (main task) — no recorded AI use
- Weigh or measure materials, ingredients, or products at specified intervals to make sure conformance to requirements (main task) — no recorded AI use
- Reject defective products and readjust equipment to eliminate problems (main task) — no recorded AI use
- Inspect chains, belts, or scrolls for signs of wear (main task) — no recorded AI use
- Clean work areas (main task) — no recorded AI use
- Examine materials, ingredients, or products, visually or with hands, to make sure conformance to established standards (main task) — no recorded AI use
- Read work orders to determine production specifications and information (main task) — no recorded AI use
- Dislodge and clear jammed materials or other items from machinery and equipment, using hand tools (main task) — no recorded AI use
- Test samples of materials or products to make sure compliance with specifications, using test equipment — no recorded AI use
- Mark bins as to types of mixtures stored — no recorded AI use
- Transfer materials, supplies, and products between work areas, using moving equipment and hand tools — no recorded AI use
- Add or mix chemicals and ingredients for processing, using hand tools or other devices — no recorded AI use
- Collect samples of materials or products for laboratory testing — no recorded AI use
- Load materials into machinery and equipment, using hand tools — no recorded AI use
- Turn valves to regulate the moisture contents of materials — no recorded AI use
- Set mill gauges to specified fineness of grind — no recorded AI use
Tasks: O*NET 31.0. AI use: Anthropic Economic Index (exact or close text match).
Your first steps (guidance)
- Week 1: Open a free AI assistant and say hello. Follow our “Getting started with AI” guide. Ask it one simple question about your work.
- Week 2: Use AI on one task you do often. Try the prompt for: “Record data from operations, testing, and production on specified forms”.
Tick your own tasks above to get a plan based on what you really do. The first 2 weeks are free; Premium (coming soon) adds weeks 3–12. New to AI? Read our beginner’s guide.
Questions about AI and grinding and polishing machine operators
Will AI replace grinding and polishing machine operators?
Our data can’t predict job losses, and we don’t try to. What it does show: 1 of the 13 main tasks for this job match tasks people already use AI for (Anthropic Economic Index), giving a Green rating (little AI use yet). Using AI on a task is not the same as AI doing the whole job, and 20 of the 21 listed tasks show no recorded AI use yet.
Which grinding machine operator tasks is AI used for most?
In the data, the most AI use among this job’s tasks is for: record data from operations, testing, and production on specified forms.
Which grinding machine operator tasks show little or no AI use?
For example: observe operation of equipment to make sure continuity of flow, safety, and efficient operation, and to detect malfunctions; clean, adjust, and maintain equipment, using hand tools; tend accessory equipment. These are good places to keep building your own skills.
How does this job compare to others?
In Microsoft Research’s “Working with AI” study, this job’s AI applicability score is equal to or higher than 12% of the occupations they scored. That measures overlap with AI chat use, not risk of job loss.
How can a grinding machine operator start learning AI?
Start small: open a free AI assistant, try it on one task you do often, and always check facts and numbers yourself. The plan on this page is guidance, not professional advice.
See how this job ranks
Grinding and Polishing Machine Operators ranks #504 of 572 jobs for the share of main tasks with AI use (#1 = most), and #24 of 35 in Production & Plant.