Occupation baseline · Research consensus
Will AI replace Jewelers and Precious Stone and Metal Workers?
Baseline AI displacement risk for Jewelers and Precious Stone and Metal Workers, aggregated from 5 research sources.
What this score means
Jewelers and Precious Stone and Metal Workers is among the least exposed roles in Manufacturing. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 18 out of 100 it sits close to the Manufacturing average of 19. Across the 5 sources behind this baseline, individual estimates run from 13 to 33, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Jewelers and Precious Stone and Metal Workers, most central first, showing 12 of 30.
- 01Clean and polish metal items and jewelry pieces, using jewelers' tools, polishing wheels, and chemical baths.
- 02Smooth soldered joints and rough spots, using hand files and emery paper, and polish smoothed areas with polishing wheels or buffing wire.
- 03Create jewelry from materials such as gold, silver, platinum, and precious or semiprecious stones.
- 04Cut and file pieces of jewelry such as rings, brooches, bracelets, and lockets.
- 05Examine assembled or finished products to ensure conformance to specifications, using magnifying glasses or precision measuring instruments.
- 06Make repairs, such as enlarging or reducing ring sizes, soldering pieces of jewelry together, and replacing broken clasps and mountings.
- 07Compute costs of labor and materials to determine production costs of products and articles.
- 08Position stones and metal pieces, and set, mount, and secure items in place, using setting and hand tools.
- 09Grade stones based on their color, perfection, and quality of cut.
- 10Select and acquire metals and gems for designs.
- 11Shape and straighten damaged or twisted articles by hand or using pliers.
- 12Create new jewelry designs and modify existing designs, using computers as necessary.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 5 research sources that scored Jewelers and Precious Stone and Metal Workers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Jewelers and Precious Stone and Metal Workers?
- Published research puts Jewelers and Precious Stone and Metal Workers at 18 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Jewelers and Precious Stone and Metal Workers?
- Only partly. Individual estimates for Jewelers and Precious Stone and Metal Workers run from 13 to 33 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which manufacturing roles face similar AI exposure?
- The closest published manufacturing roles to Jewelers and Precious Stone and Metal Workers by score are Aircraft Structure, Surfaces, Rigging, and Systems Assemblers (18/100), Biofuels Processing Technicians (18/100), and Electrical and Electronic Equipment Assemblers (18/100). Each has its own page with the research behind its number.
Also covers
Antique Jewelry Repairer · Appraisal Technician (Appraisal Tech) · Appraiser · Arborer · Artisan Jeweler · Artist · Bead Maker · Bench Jeweler and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
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More manufacturing occupations
- Aircraft Structure, Surfaces, Rigging, and Systems Assemblers18/100
- Biofuels Processing Technicians18/100
- Electrical and Electronic Equipment Assemblers18/100
- Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers18/100
- Glass Blowers, Molders, Benders, and Finishers18/100
- Pourers and Casters, Metal18/100
- Print Binding and Finishing Workers18/100
- Rolling Machine Setters, Operators, and Tenders, Metal and Plastic18/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.