Subjects Allied to Medicine

5 careers in Subjects Allied to Medicine, ranked safest first: the career with the lowest AI exposure score, meaning the smallest share of its day-to-day work AI can already do, is at the top.

Subjects Allied to Medicine at a glance
MOAT CLASSIFIED5 of 5 total
NO MOAT0
HAS A MOAT5
MEDIAN AI EXPOSURE10 /100

Management2

Coordenador de Pesquisa Clínica

10

Subjects Allied to Medicine

AI IMPACT
AI CAN DO10%moving to50%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Administrador de Saúde (Localized)

45

Subjects Allied to Medicine

AI IMPACT
AI CAN DO45%moving to83%
THE DOOR, NOWC
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Healthcare Practitioners & Technical2

Higienista Dental

10

Subjects Allied to Medicine

AI IMPACT
AI CAN DO10%moving to54%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Terapeuta Ocupacional (Localized)

10

Subjects Allied to Medicine

AI IMPACT
AI CAN DO10%moving to54%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Community & Social Service1

Trabalhador de Saúde Comunitária (Localized)

10

Subjects Allied to Medicine

AI IMPACT
AI CAN DO10%moving to40%
THE DOOR, NOWA
THE DOOR, 20 YRSB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →
Careermash

Careermash: navigate your career path with real data. Explore career profiles, salary benchmarks, AI impact forecasts, and the qualifications you need to get there.


AI EXPOSURE = the share of a job's day-to-day tasks AI can already do today, from the same exposure engine used across this site (Anthropic labour market research, 2026, observed real-world AI usage by occupation). Higher means more exposed. It is a measurement of now, not a prediction. THE DOOR = how hard the job is to get into, grade A (easy) to E (extremely hard), from each career's published forecast (OpenAI, "The AI Jobs Transition Framework", Richmond 2026, CC BY 4.0). A card marked MOAT NOT YET CLASSIFIED has a real exposure score but no entry yet in our moat register, so we make no claim about what structurally protects it. Scorecard grades and verdicts are Careermash editorial judgment: we show forecasts as forecasts and own our conclusions. Salary and pathway figures are each career's own published profile. Careermash is a service provided by What School Ltd.

Part of the Sand Education ecosystem:Spill.orgWhatSchool.aiWhatCareer.netCourseMash.org