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This page explains how the Durability Score is built — the components, the evidence behind each one, and the named sources. For who this work fits and what a career path through it looks like, see the Deep Read. For your personalized match, take the free quiz.
Where the 75 comes from.

Three components - Automation Resistance, Structural Moat, and Demand - add up to 75.

FJP Durability Score
75/100
Automation Resistance
35/40

Live acquisition keeps replacement pressure low: the sonographer has to find the window, adjust angle and pressure, manage positioning, and know when an image is incomplete. AI mostly helps with guidance, measurement, quality checks, and physician reading workflow.

Sub-components
Substitution Resistance
29/30

observed AI exposure of 0.0 and modeled median job-loss risk of 0.53%. Both sit in the least-risk range, and real-time patient scanning adds protection because the job is built around probe handling, positioning, image capture, and scan completeness.

Sources feeding this sub-component
Anthropic labor-market impacts → Observed exposure for Diagnostic Medical Sonographers is 0.0.
Tufts American AI Jobs Risk Index → Diagnostic Medical Sonographers show 0.53% job loss in the median scenario.
BLS Occupational Outlook Handbook - Diagnostic Medical Sonographers → Describes patient-facing ultrasound scanning, imaging duties, and credential routes.
Augmentation Leverage
6/10

meaningful imaging support with limited personal upside. AI can help with image quality, measurements, triage, exam guidance, and reporting support, but most sonographers work as salaried clinical staff inside hospitals or imaging centers.

Sources feeding this sub-component
Anthropic Economic Index primitives → Supports the task evidence for documentation, measurement, guidance, and communication surfaces.
FDA AI/ML-enabled medical devices list → Shows medical imaging AI as a live tool category, not a staffing forecast.
ARDMS → Provides the credential context for specialty sonography skill.
Structural Moat
22/35

The moat comes from registry credentials, accredited education, clinical scan experience, specialty credentials, and employer requirements. State licensure is uneven, so the protection is practical and credential-based rather than uniformly legal. Clinical hours and specialty exams carry much of the hiring floor.

Sub-components
Physical & Environmental
7/10

a clinical-setting estimate because detailed physical fields were mostly unavailable. Patient positioning, standing, sustained scanning posture, repetitive probe use, infection control, and occasional uncomfortable or urgent exams make the work meaningfully hands-on.

Sources feeding this sub-component
BLS Occupational Requirements Survey data → Most exact sonographer physical fields were unavailable.
BLS Occupational Outlook Handbook - Diagnostic Medical Sonographers → Describes ultrasound scanning and patient-care work settings.
Regulatory Moat
5/12

strong employer credentialing but uneven state law. American Registry for Diagnostic Medical Sonography (ARDMS)-style registry credentials matter for hiring, and accredited programs support the pathway, but sonography does not have a uniform state-license gate across the country.

Sources feeding this sub-component
ARDMS → Provides national registry credentials used by many employers.
CAAHEP accredited programs → Provides program accreditation context for sonography routes.
CareerOneStop / DOL licensed occupations data → Used to separate state licensing from employer credential expectations.
Robotics Resistance
7/8

semi-structured but dexterity-heavy clinical work. Ultrasound rooms are more controlled than homes or field sites, yet the scan still depends on probe pressure, angle, patient anatomy, patient discomfort, and real-time correction.

Sources feeding this sub-component
IFR World Robotics 2025 service robots executive summary → Provides the service-robotics baseline; broad autonomous sonography deployment was not shown.
BLS Occupational Outlook Handbook - Diagnostic Medical Sonographers → Provides the patient-facing acquisition task mix.
Credential Depth
3/5

the common associate-degree or postsecondary certificate route plus the ARDMS sonography credential, with specialty registry exams adding depth after entry.

Sources feeding this sub-component
O*NET Online - Diagnostic Medical Sonographers → Lists Diagnostic Medical Sonographers as Job Zone 3.
BLS Occupational Outlook Handbook - Diagnostic Medical Sonographers → Lists associate degree as the typical entry education.
ARDMS → Provides the exam and specialty credential layer.
Demand
18/25

Demand is supported by aging, cardiac and vascular disease, pregnancy care, abdominal imaging, and noninvasive diagnostics. The score is held in the middle because point-of-care ultrasound can move some simple scans to other clinicians. Growth and openings are positive, but simple bedside scans make the demand picture less protective than the headline row alone suggests.

Sub-components
Volume
7/10

Federal projections show 90.0K diagnostic-medical-sonographer jobs in 2024, 13.0% growth, and 5.8K annual openings. Annual openings are about 6.4% of the 2024 workforce.

Sources feeding this sub-component
Bureau of Labor Statistics Employment Projections → 90.0K jobs in 2024, 101.7K in 2034, 13.0% growth, and 5.8K annual openings.
Source Quality
6/8

The demand source is diagnostic imaging need is real, but some simple scanning work can move toward point-of-care ultrasound used by other clinicians.

Sources feeding this sub-component
Bureau of Labor Statistics occupational outlook profile → Diagnostic imaging and specialty scanning needs support the demand signal.
Resilience
5/7

Demand stays resilient because complex scanning, positioning, image quality, and specialty registries remain durable, while device guidance and point-of-care ultrasound pressure the simpler end.

Sources feeding this sub-component
Bureau of Labor Statistics occupational outlook profile → Diagnostic imaging and specialty scanning needs support the demand signal.
What would move the score
Scenario 1
Point-of-care ultrasound takes more simple exams.

The threshold is point-of-care ultrasound taking a meaningful share of simple exams away from dedicated sonography labs. A guided device for screening would not be enough; the shift would need to change staffing for routine abdominal, vascular, or obstetric work.

Direction
Down, modest
Components affected
Demand, Automation Resistance
Scenario 2
More states make sonography a licensed occupation.

More states making sonography a licensed occupation would strengthen the moat if licensure became a real hiring and scope gate. Employer preference for registry credentials already matters, so the trigger is broader legal standardization, not one new state rule. Registry requirements and specialty lab staffing would still shape the result.

Direction
Up, modest
Components affected
Regulatory Moat
Scenario 3
Specialty credentials become the normal hiring floor.

If specialty credentials become the normal hiring floor across large markets, the path would get more durable for trained workers and harder for weak programs. The signal would need to show up in job requirements, pay premiums, and clinical placements.

Direction
Up, modest
Components affected
Credential Depth, Demand
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Last reviewed June 2026 · Next September 2026