EXPOSED
The core of this job — sizing rings, retipping prongs, laser welding, setting stones under a microscope, polishing and rhodium plating — is fine-motor work on unique, high-value objects that today's robots cannot touch. What is eroding is the pre-bench and post-bench layer: CAD modeling and wax printing have replaced much hand carving, automated diamond grading and spectroscopy are displacing human stone identification, and AI handles the design renderings, quoting, and appraisal write-ups that used to justify bench-shop margins. No license protects the trade, and the retail sales tier of this title is far more exposed than the repair bench.
Roughly flat across the period, with year-to-year wobble.
Median pay $40,870 → $52,540 +2.8% in real terms
This line is counted by the Bureau of Labor Statistics — the one figure on this page that isn't a judgement of ours. Headcount moves on demand, offshoring, demographics and the business cycle, and automation is one term among several, often not the loudest.
So a falling line is not evidence that AI did it, and a rising one is not evidence that it won't. Both happen in this register: some occupations resist automation and shrink anyway, others are highly automatable and keep growing. The marked year is 2020.
BLS projection, 2024–2034
-5.5%
Percentage only. The projection counts a different population from the 22,440 above — it includes self-employed workers, which for this occupation is most of them, so the two headcounts are not comparable.
Shrinking, but not obviously because of AI
The BLS projects -5.5% by 2034, but at 54/100 this work is only moderately exposed — not the profile of a job current AI can simply do. Occupations shrink for many reasons, and the score does not point at automation as this one's cause.
Different clocks. The score is what current AI could do to this work today. The projection is how many of these jobs will exist in 2034. Everything between the two — how fast employers actually adopt, whether demand grows in the meantime — is why they can point opposite ways without either being wrong.
~4,000 openings a year on average, including replacing people who leave.
ArtistCasterChaserGraderLopperSetterArborerCrafterFacetorGirdlerJewelerProngerSpotterStamperEngraverLapidaryPewtererPolisherSoldererAppraiserGoldsmithTightenerBead MakerDial Maker
Holding it up: embodiment . Weakest point: liability shield .
Tasks largely resist digitisation Retipping a worn prong on a customer's 60-year-old platinum mounting, cutting a bearing for an off-round old-European stone, or torch-soldering a shank without cooking the adjacent emerald are one-off judgments made at 10x magnification on objects that arrive in unknown condition — nothing that resists automation more than that, but the 15 rather than 18 reflects that CAD/CAM, printed waxes, and casting houses have taken the model-making and duplication work off the bench.
Hands-on in uncontrolled environments You are at a bench pin with a graver, a flexshaft, a torch and a microscope, handling material that scratches, deforms, and cleaves if held wrong; the 16 rather than 20 is because it's a controlled, seated, indoor bench rather than a roof or a crawlspace.
No licence, no signature requirement There is no state license to set stones or size a ring — GIA GG, JA Certified Bench Jeweler, and CMBJ are all voluntary credentials, and when a stone is chipped in setting the shop's jewelers-block policy pays, not a personally liable licensee.
Meaningful discretion Deciding whether a thin, porous cast shank can be laser-welded or must be replaced, or whether a heat-sensitive stone comes out before the torch, is a real call with a five-figure downside — but most tickets are routine sizings and repairs against established shop procedure, which is why this sits at the low end of genuine discretion rather than in the ambiguous-high-stakes band.
The verdict above describes this occupation as a whole. Almost nobody does the typical version of a job — tick what's actually in your week and see how your own mix sits.
Your task mix speaks to task resistance (15/20 here) — how much of the day's work current AI already does. That is the dimension the boxes above are about.
It cannot move the other three. Liability shield (3/20) is whether the law requires a licensed human to sign. Trust premium (11/20) is whether buyers specifically pay for a person. Judgment and accountability (9/20) is whether the role exists to own consequential calls. Those are facts about the occupation's standing, not about which tasks are in your week — a paralegal who does only trial exhibits still holds no licence. Together they are 23 of this occupation's 54 points (43%).
Embodiment (16/20) is also a property of the work rather than the worker, but we don't tag individual tasks as physical or not, so the picker can't tell you anything about it. That's a limit of this tool, not a claim.
Did we get the list right? Tell us what's missing — the tasks are written from the outside, and you're reading this from the inside.
No occupation passed every test: close enough to jewelers and precious stone and metal workers on skills and subject matter, at least 10 points more resistant, no big jump in training, no new licence, no pay cut, and not shrinking on its own. That happens for 223 of the 654 occupations here that aren't SAFE, and it is worth stating plainly rather than leaving the section off.
The usual reason is that exposure travels with the skill profile. The jobs most similar to yours tend to be exposed for the same reasons yours is, so the near neighbours don't clear the gap — and the ones that do are a different kind of work, not a transfer of what you already know. Read that as a limit of this method, not a verdict that you're stuck: it only compares whole occupations, and it cannot see specialisation, industry, or anything you'd bring that isn't in a federal skill survey.
Here is that claim on your own job rather than in the abstract. These are the three occupations closest to this one by skill and subject matter — the places the work would most naturally transfer — with what the register scores them:
That is the whole problem in three lines. The nearest work is not meaningfully safer, so there is no move here that trades a similar skill set for a better verdict. This is not us running out of ideas — it is what the neighbourhood looks like.
The moves above are yours to make. This is the other half: what would have to change in the world for the occupation itself to score higher. None of it is in any one person's gift, but it is where the floor actually comes from. Scores here are not a one-way ratchet. Only two of the five dimensions — task resistance and embodiment — track what machines can do. The other three track law, what buyers will pay for, and who is answerable, and those move in both directions, often in response to the same pressure AI creates. If every lever below landed, this occupation would score around 68/100 — SAFE.
Sustained growth in the bespoke/'made by a named bench jeweler' segment, verifiable via maker's-mark hallmarking and provenance documentation — e.g. more US states or trade bodies (Jewelers of America, AGTA) pushing voluntary maker's-mark registries alongside consumer disgust at mass CAD sameness. Also: lab-grown diamond price collapse pushing retail value away from the stone and toward demonstrable handwork.
Insurer-driven requirement that replacement-value appraisals for scheduled personal property be signed by a credentialed appraiser (GIA GG / ASA / NAJA) with personal E&O exposure, explicitly excluding AI-generated valuations — analogous to USPAP's role in real estate appraisal. A state adoption of appraiser licensing for personal property, or Jewelers Mutual/Chubb underwriting rules rejecting unsigned automated appraisals, would be the checkable event.
Task-mix shift at the bench: as quoting, rendering, and grading automate, what remains is the irreversible call — whether a 1920s platinum mounting survives retipping or must be rebuilt, whether to laser-weld near a heat-sensitive emerald, accepting liability for a client's irreplaceable stone. Shops that formalize this as a documented 'condition assessment and sign-off' step before work orders would make the accountability explicit rather than tacit.
Enforcement of conflict-minerals and anti-money-laundering rules on precious metal dealers (FinCEN's 31 CFR 1027 program requirements, plus any Kimberley Process successor covering lab-grown disclosure) requiring a named responsible person to attest to material origin and disclosure at the point of fabrication.
The limit. Realistic ceiling is roughly the mid-60s. The bench work is genuinely hard to automate, but the occupation has no licensing tradition and only 22k workers — too small a constituency to drive its own regulation. Any liability shield would arrive from outside, via insurers or FinCEN, and would cover only the appraisal tier, not the bench. The retail-sales portion of this SOC code has no route up at all and will keep dragging the aggregate score down.
| New York-Newark-Jersey City, NY-NJ | 4,440 | $61,360 +17% |
| Los Angeles-Long Beach-Anaheim, CA | 1,190 | $61,150 +16% |
| Providence-Warwick, RI-MA | 710 | $48,800 -7% |
| Boston-Cambridge-Newton, MA-NH | 520 | $52,570 +0% |
| Dallas-Fort Worth-Arlington, TX | 520 | $48,250 -8% |
| Chicago-Naperville-Elgin, IL-IN | 460 | $54,990 +5% |
| Miami-Fort Lauderdale-West Palm Beach, FL | 420 | $54,760 +4% |
| Houston-Pasadena-The Woodlands, TX | 410 | $54,960 +5% |
| Bridgeport-Stamford-Danbury, CT | 50 | $82,200 +56% |
| San Francisco-Oakland-Fremont, CA | 240 | $75,640 +44% |
| Scranton--Wilkes-Barre, PA | 40 | $73,800 +40% |
We have no reported case of a named organisation automating this occupation. Not one deployment, not one announcement.
That is worth saying out loud next to a score of 54. The verdict above is about what the work exposes — what current AI could do to these tasks. It is not a claim that anyone has done it. For this occupation those two things have come apart completely: the capability argument is on this page, and the evidence column is empty.
Has AI actually changed your work? One tap, anonymous, and the running tally is public. Nothing else is asked of you.
Rather than check back: get the digest and we'll tell you what changed — or watch a single occupation from its own page.