← Risk register SOC 29-1011 · reviewed 2026-08-11

Chiropractors

39,630 US workers · median $79,200/yr · Healthcare

SAFE

The core of the job is manual spinal and joint manipulation performed with hands on a live patient whose tissue response changes minute to minute — nothing in current robotics comes close. AI can absorb the paperwork tier: intake histories, SOAP notes, insurance coding, X-ray pre-reads, and generic home-exercise handouts. What remains is a licensed clinician who palpates, adjusts, decides when a case is a red flag needing MD referral, and owns that call.

10-year outlook: Chiropractic work stays hands-on and licensed through the 2030s; the pressure shows up as AI-driven triage apps and exercise chatbots skimming off the mildest, self-limiting cases and squeezing cash-pay volume at the low end.

Score — 79/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 15 + 18 + 17 + 16 + 13 = 79.

Task resistance 15/20

Tasks largely resist digitisation. The billable act — locating a restricted segment by palpation, setting a line of drive, and delivering a high-velocity low-amplitude thrust with the patient's tone and guarding shifting between passes — is the visit, and it sits at 15 rather than 18 because the surrounding tier (history intake, Medicare-compliant SOAP documentation, CPT 98940-98942 coding, ROF scripts, recall scheduling) is a real fraction of your week and is already being handled by software.

Embodiment 18/20

Hands-on in uncontrolled environments. An 18 reflects that you are bodily loaded into the work — drop-table, Gonstead, Activator, side-posture lumbar rolls, cervical setups on necks with variable range — on patients whose size, pain tolerance, and osteoporotic risk are never standardized, in a room where an unexpected flinch mid-thrust is your problem to absorb.

Liability shield 17/20

Licensed human required and personally liable. Every state licenses DCs through a board with its own scope statute and NBCE Part I-IV plus physiotherapy requirements, you carry your own malpractice policy, and cervical manipulation with stroke and VBA-dissection allegations is litigated against you by name — that's a 17, held short of 20 only because scope excludes prescribing and most surgical exposure.

Trust premium 16/20

The human relationship is the product. Chiropractic runs on repeat visits and word-of-mouth referral in a way most medicine doesn't — patients pick a specific adjuster, often cash-pay or out of a limited annual visit cap, and will follow that person across town; 16 rather than 19 because a share of the caseload arrives via PI attorney referral or plan networks where the relationship starts transactional.

Judgment & accountability 13/20

Meaningful discretion. 13 sits at the top of real discretion: you decide when neck pain with headache and nystagmus is a contraindication, when radiating leg pain means MRI and an ortho referral rather than a fourth adjustment, and when to stop care — high-stakes calls, but made against established red-flag screening frameworks rather than in true diagnostic wilderness.

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

Tasks already automatable

What survives

Active moats: embodiment, licensure, trust

How to future-proof this job

Field report — do you do this job?

Has AI actually changed your work?

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

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

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.