← Risk register SOC 29-1024 · reviewed 2026-08-11

Prosthodontists

870 US workers · median $311,180/yr · Healthcare

SAFE

Prosthodontics is millimeter-precision work inside a living mouth: preparing abutment teeth, placing and torquing implants, taking impressions or intraoral scans, adjusting occlusion by feel and patient feedback, and managing soft-tissue healing over months. AI and CAD/CAM already do a lot of the design layer — crown margins, digital smile design, shade matching, treatment-plan drafting, insurance narratives — but the operative and prosthetic-fit work stays with a licensed specialist who is personally liable for the restoration. The 870-person national headcount is a small, referral-driven specialty where patients pay specifically for the surgeon's hands and the aesthetic judgment call.

10-year outlook: By 2035 the design and lab side of prosthodontics is largely software-driven and margins on simple restorations compress, but the specialist's hands, license, and accountability for complex reconstruction remain in demand.

US employment, 2019–2025+77.6%
490870 workers

Headcount grew steadily across the period.

Median pay $239,200 → $311,180 +4.1% in real terms (nominal +30.1%, less ~25% US inflation over the period)

The job count is not the verdict

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

+4.5% 900 → 900 on the projections basis

Hard to automate, and growing

The work resists current AI and the BLS projects +4.5% more of these jobs by 2034. Note that safe does not mean well paid — several of the fastest-growing resistant occupations are among the lowest paid on the register.

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.

0

One email if this score changes. Watch as many occupations as you like from the same address — no account, and nothing is sent on a schedule, only when a verdict actually moves.

Also known as — 11 job titles this covers

Titles reported by people doing this work, from the US Department of Labor's O*NET survey. If your job title is here, this page is about your work even though the name doesn't match.

DenturistProsthodontistProsthetic DentistRestorative DentistReconstructive DentistRemovable ProsthodontistMaxillofacial ProsthodontistDDS (Doctor of Dental Surgery)Maxillofacial Prosthetics DentistOral Maxillofacial ProsthodontistDental Science Dr (Dental Science Doctor)

Score — 84/100 resistance

Holding it up: embodiment (19/20). Weakest point: judgment & accountability (15/20).

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 15 + 19 + 19 + 16 + 15 = 84. · Scored 2026-08-11, and re-examined when evidence accumulates rather than on a schedule.

Task resistance 15/20

Tasks largely resist digitisation CAD/CAM mills, intraoral scanners and AI shade/margin software have genuinely taken the design and lab layer, which is why this sits at 15 rather than 18 — but osteotomy drilling to depth, torquing a fixture into variable bone density, seating and adjusting a full-arch prosthesis against a patient's own report of where it feels high, and staging soft-tissue healing over six to twelve months are chairside acts no scanner performs.

Embodiment 19/20

Hands-on in uncontrolled environments The entire clinical day happens with instruments inside a moving, bleeding, gagging oral cavity of a conscious patient — flap elevation, bone grafting, retracting a tongue while cementing at 30 Ncm — and the only reason it isn't 20 is that the operating field is at least a lit, suctioned, semi-controlled chair rather than a roadside or a wet crawlspace.

Liability shield 19/20

Licensed human required and personally liable Practice requires a state dental licence plus board-recognized prosthodontic residency, and the specialist personally signs the treatment record, the implant surgical note and the informed consent for irreversible tooth preparation — malpractice claims for failed implants, nerve injury or occlusal disease name that individual, with no supervising entity to absorb it.

Trust premium 16/20

The human relationship is the product Patients are referred in for a five-figure, multi-year full-mouth or maxillofacial reconstruction and choose the specialist on the basis of that consult and before-and-after judgment about their face; it stops short of 19 because the referring general dentist, not the patient, often controls who they see.

Judgment & accountability 15/20

Exists to be accountable for ambiguous calls Deciding whether a compromised tooth is worth saving or should be extracted for an implant, how much vertical dimension to restore, and when a peri-implant lesion means explantation are irreversible calls made on incomplete bone and periodontal evidence — 15 rather than higher because established prosthodontic protocols and radiographic staging criteria bound most of those decisions.

Confidence: high · reviewed 2026-08-11 · how scoring works

What this job involves — and which parts are yours

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.

AI already does these at usable quality

These still need a person

Active moats on the surviving side: embodiment, licensure, liability, trust

How to future-proof this job

Where to go deeper on what this job runs on: Coursera — active listening and communication skills free to audit · Toastmasters — public speaking practice at local clubs worldwide low · Coursera — critical thinking and logic, audit free free to audit · MIT OpenCourseWare — problem-solving and analytical method courses free · Khan Academy — reading and vocabulary, all levels, free free · edX — performance measurement and evaluation free to audit

All 35 skills ranked by how many jobs they open →

What would move this back up — beyond any one person

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 92/100, still SAFE.

4 specific changes that would raise this score
  • already happening task resistance +3

    As chairside CAD/CAM and AI design software absorb the routine single-unit crown and denture-setup tier (Exocad/3Shape automated margin marking, Pearl and Overjet FDA-cleared radiographic AI), the residual caseload concentrates in full-arch implant rehabilitation, maxillofacial prosthetics, and failed-case revision — work that is almost entirely operative judgment. Watch for referral mix data from ACP showing rising share of complex full-arch and revision cases per prosthodontist.

  • plausible trust premium +2

    Referral-driven fee-for-service specialty where full-arch cases are largely cash-pay; any further shift as corporate DSO chains market algorithm-driven prosthetics at low cost would sharpen the specialist-hands premium at the top end. Watch ACP or ADA fee survey data on the spread between specialist and general-dentist full-arch fees.

  • plausible judgment accountability +2

    If ABP board certification requirements or state informed-consent statutes formalize the prosthodontist as the accountable decision-maker for irreversible tooth reduction and implant-vs-retain calls — the classic ambiguous, unrecoverable decision — the ownership of that call becomes documented rather than assumed. Watch for consent-form and record-keeping mandates naming the specialist for irreversible procedures.

  • plausible liability shield +1

    State dental boards adopting explicit rules that AI-generated treatment plans, implant surgical guides, or design files require review and signature by the licensed treating dentist — mirroring the ADA's Standards Committee on Dental Informatics work and existing board positions on teledentistry supervision. Also watch malpractice carriers (e.g. TDIC, MedPro) adding conditions that coverage for guided-implant misplacement requires documented practitioner verification of the digital plan.

The limit. Already at 84 with embodiment 19 and liability_shield 19 — there is very little headroom, and the realistic gains are a few points of task-mix concentration. The bigger risk to this occupation is not AI but headcount: 870 workers means the specialty's fate turns on whether general dentists with AI-assisted CAD/CAM and guided surgery absorb mid-complexity implant cases, which erodes referral volume without touching any dimension score.

These are conditions, not forecasts — what would have to happen, not what will. Specific rules, cases and bills are named so you can go and check whether they exist and where they stand; verify before relying on any of them. Nothing here is legal or financial advice.

Who is actually doing this — nobody, on the record

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 84. 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.

Read that as a gap in the reporting we can see, not proof of absence — the dispatch runs on English-language feeds and misses plenty. If you know of a case, tell us, or add a field report from inside the job.

Quick take — do you do this job?

Has AI actually changed your work? One tap, anonymous, and the running tally is public. Nothing else is asked of you.

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

Field reports — what people say has changed

No field reports yet. A written account takes a paragraph rather than a tap, goes to an editor before it appears, and is the one thing on this page the rubric cannot produce on its own.

File a field report

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.

Watch this verdict
Kept current

Rather than check back: get the digest and we'll tell you what changed — or watch a single occupation from its own page.