Takeover Tracker
35%medium risk

Precious Metal Workers

Cast, anneal, solder, hammer, or shape gold, silver, pewter or other metals to form jewelry or other metal items such as goblets or candlesticks.

Higher risk than 66% of occupations
Checking for existing plan...

How AI Impacts Each Task

32 tasks analyzed

Cut and file pieces of jewelry such as rings, brooches, bracelets, and lockets.

Risk: 11.0%AI: 5EstimatedTime: 4%

Solder parts together or fill holes and cracks with metal solder, using gas torches.

Risk: 11.0%AI: 5EstimatedTime: 4%

Anneal precious metal objects such as coffeepots, tea sets, and trays in gas ovens for prescribed times to soften metal for reworking.

Risk: 49.0%AI: 40EstimatedTime: 1%

Polish articles by hand or by using a polishing wheel.

Risk: 49.0%AI: 40EstimatedTime: 3%

Pierce and cut open designs in ornamentation, using hand drills and scroll saws.

Risk: 11.0%AI: 5EstimatedTime: 3%

Position and align auxiliary parts in jigs and join parts, using solder and blowtorches.

Risk: 47.0%AI: 35EstimatedTime: 2%

Rotate molds to distribute alloys and to prevent formation of air pockets.

Risk: 63.0%AI: 75EstimatedTime: 1%

Weigh and mix alloy ingredients, using formulas and knowledge of ingredients' chemical properties.

Risk: 77.2%AI: 70EstimatedTime: 2%

Examine articles to determine the nature of defects requiring repair, such as dents, uneven bottoms, scratches, or holes.

Risk: 55.0%AI: 70EstimatedTime: 3%

Heat ingots or alloy mixtures to specified temperatures, stir mixtures, skim off impurities, and fill molds to form ingots from which parts are cast.

Risk: 51.0%AI: 45EstimatedTime: 2%

Carry castings or finished items to storage areas or to different work stations.

Risk: 63.0%AI: 75EstimatedTime: 1%

Design and fabricate models of new casting molds, and chipping and turning tools used to finish product surfaces.

Risk: 21.0%AI: 30EstimatedTime: 2%

Shape and straighten damaged or twisted articles by hand or using pliers.

Risk: 11.0%AI: 5EstimatedTime: 3%

Rout out locations where parts are to be joined to items, using routing machines.

Risk: 61.0%AI: 70EstimatedTime: 1%

Determine placement of auxiliary parts, such as handles and spouts, and mark locations of parts.

Risk: 51.0%AI: 60EstimatedTime: 2%

Form concavities in bottoms of articles to improve stability, using tracing punches and hammers.

Risk: 53.0%AI: 50EstimatedTime: 1%

Weigh completed items to determine weights and record any deviations.

Risk: 87.2%AI: 95EstimatedTime: 2%

Design silver articles, such as jewelry and serving pieces.

Risk: 48.8%AI: 54.37ObservedTime: 2%

Peen edges of scratches or holes to repair defects, using peening hammers.

Risk: 11.0%AI: 5EstimatedTime: 2%

Secure molded items in chucks of lathes, and activate lathes to finish inner and outer surfaces of items.

Risk: 65.0%AI: 80EstimatedTime: 1%

Research reference materials, analyze production data, and consult with interested parties to develop ideas for new products.

Risk: 51.0%AI: 60EstimatedTime: 2%

Position articles over snarling tools and raise design areas, using foot-powered hammers.

Risk: 11.0%AI: 5EstimatedTime: 1%

Verify that bottom edges of articles are level, using straightedges or by rocking them back and forth on flat surfaces.

Risk: 63.0%AI: 75EstimatedTime: 1%

Trim gates and sharp points from cast parts, using band saws.

Risk: 57.0%AI: 60EstimatedTime: 1%

Engrave decorative lines on items, using engraving tools.

Risk: 41.0%AI: 80EstimatedTime: 2%

Sand interior mold parts to remove glaze residue, apply new glaze to molds, and allow it to dry for mold assembly.

Risk: 49.0%AI: 40EstimatedTime: 1%

Strike articles with small tools, or punch them with hammers, to indent them or restore embossing.

Risk: 11.0%AI: 5EstimatedTime: 2%

Wire parts such as legs, spouts, and handles to article bodies in preparation for soldering.

Risk: 45.0%AI: 30EstimatedTime: 1%

Hammer out dents and bulges, selecting and using hammers and dollies with heads that correspond in curvature to article surfaces.

Risk: 11.0%AI: 5EstimatedTime: 2%

Assemble molds, wrap molds in heat-resistant cloth, and ladle molten alloy into mold openings, repeating casting processes as necessary to produce specified numbers of parts.

Risk: 51.0%AI: 45EstimatedTime: 2%

Strike molds to separate dried castings from molds.

Risk: 61.0%AI: 70EstimatedTime: 34%

Glue plastic separators to handles of coffeepots and teapots.

Risk: 49.0%AI: 40EstimatedTime: 16%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Precious Metal Workers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.8pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-4.8pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.5pt risk+$3K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

+3.1

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School15%
High School Diploma35%
Some College28%
Post-Secondary Certificate20%
Associate's Degree1%

Prior Experience Needed

Work experience required to enter this job

None9%
Up to 1 month1%
1-3 months2%
6 months - 1 year23%
1-2 years33%
2-4 years2%
4-6 years25%
Over 10 years5%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month14%
1-3 months9%
3-6 months6%
6 months - 1 year34%
1-2 years1%
2-4 years26%
4-6 years9%
6-8 years1%

Related News

Recent articles about AI affecting this occupation

1 articles

Devil Wears Prada Poster Goes Viral Because It Was Created By Human

Director David Frankel actively chose to employ a human creator rather than using generative AI for a key meme in the upcoming sequel. The decision is drawing praise as a high-profile win for creative professionals pushing back against studio automation.

VarietyMay 3

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis