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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 71 comes from.

Three components - Automation Resistance, Structural Moat, and Demand - add up to 71.

FJP Durability Score
71/100
Automation Resistance
34/40

Direct replacement risk is near zero, while AI mostly improves operating-room workflow rather than the scrub role itself. Schedules, preference cards, robotic setup, documentation, and inventory help; sterile hands-on work remains with patients under anesthesia.

Sub-components
Substitution Resistance
29/30

observed AI exposure of 0.0 and modeled median job-loss risk of 0%. Sterile-field setup, instrument passing, counts, specimens, and intraoperative response are hands-on tasks in a live procedure.

Sources feeding this sub-component
Anthropic labor-market impacts → Observed exposure for Surgical Technologists is 0.0.
Tufts American AI Jobs Risk Index → Surgical Technologists show 0% job loss in the median and fast scenarios.
BLS Occupational Outlook Handbook - Surgical Assistants and Technologists → Describes operating-room preparation, sterile technique, and surgical support tasks.
Augmentation Leverage
5/10

useful but employer-centered support. AI and software can help with preference cards, scheduling, inventory, documentation, turnover tracking, and robotic-system support, but the scrub tech is usually a salaried employee.

Sources feeding this sub-component
Anthropic Economic Index primitives → Supports the task read for scheduling, documentation, inventory, and communication surfaces.
BLS Occupational Outlook Handbook - Surgical Assistants and Technologists → Provides the operating-room task mix used to bound the score.
NBSTSA certification → Provides certification context for the role.
Structural Moat
23/35

The structural moat is solid because operating-room work is physical and safety-sensitive, but state regulation and credential depth are more moderate. Certification helps where hospitals or state rules require it; uneven law caps protection nationally.

Sub-components
Physical & Environmental
8/10

a clinical-setting estimate because detailed physical fields were mostly unavailable. Long standing, sterile field work, sharps, blood and body fluids, specimens, equipment, and procedure pressure make the environment demanding.

Sources feeding this sub-component
BLS Occupational Requirements Survey data → Most exact surgical-technologist physical fields were unavailable.
BLS Occupational Outlook Handbook - Surgical Assistants and Technologists → Describes operating-room work and surgical support conditions.
Regulatory Moat
5/12

certification and some state rules rather than a uniform license. Certified Surgical Technologist certification and accredited education matter for hiring, and some states regulate the role, but the legal gate is uneven.

Sources feeding this sub-component
NBSTSA certification → Provides the Certified Surgical Technologist credential source.
CAAHEP accredited programs → Provides program accreditation context.
Association of Surgical Technologists state law resources → Provides state-law context for surgical technologists.
Robotics Resistance
7/8

procedure variability and sterile-field dexterity. Surgical robots are already in operating rooms, but they add setup, docking, instrument, turnover, and troubleshooting tasks rather than replacing the scrub role.

Sources feeding this sub-component
IFR World Robotics 2025 service robots executive summary → Provides the service-robotics baseline.
BLS Occupational Outlook Handbook - Surgical Assistants and Technologists → Provides the operating-room task mix that broad robotics does not cover.
Credential Depth
3/5

The pathway follows the postsecondary certificate or associate-degree route plus the national surgical-technologist credential.

Sources feeding this sub-component
O*NET Online - Surgical Technologists → Lists Surgical Technologists as Job Zone 3.
BLS Occupational Outlook Handbook - Surgical Assistants and Technologists → Lists postsecondary nondegree award as a typical route for surgical technologists.
NBSTSA certification → Provides the exam and credential layer.
Demand
14/25

Demand combines a real operating-room labor market with moderate growth and uneven state credential gates. Hospital versus surgery-center mix, call requirements, service lines, certification rules, ambulatory growth, wages, and worker pay shape the job locally.

Sub-components
Volume
5/10

Federal projections show 115.6K surgical-technologist jobs in 2024, 4.5% growth, and 7.0K annual openings. Annual openings are about 6.1% of the 2024 workforce.

Sources feeding this sub-component
Bureau of Labor Statistics Employment Projections → 115.6K jobs in 2024, 120.8K in 2034, 4.5% growth, and 7.0K annual openings.
Source Quality
4/8

The demand signal is operating rooms need surgical technologists, but the role is supervised and state credential gates are uneven.

Sources feeding this sub-component
Bureau of Labor Statistics occupational outlook profile → Surgery volume and operating-room staffing support demand.
Resilience
5/7

Demand stays resilient because sterile setup, instrument passing, counts, specimens, and room turnover remain durable, while moderate growth and uneven regulation limit the result.

Sources feeding this sub-component
Bureau of Labor Statistics occupational outlook profile → Surgery volume and operating-room staffing support demand.
What would move the score
Scenario 1
Robotic surgery changes staffing in routine cases.

Robotic surgery reducing the need for scrub support in common procedures would pressure robotics resistance and demand for lower-complexity rooms first. The evidence would be ordinary operating-room staffing grids across routine procedure schedules, payroll data, and daily case mix locally.

Direction
Down, modest
Components affected
Robotics Resistance, Demand
Scenario 2
More states require certification or registration.

A broader state-law move that makes certification or registration a normal legal gate would make the role harder to enter casually and raise structural protection. The evidence would be hospital requirements, state rules, ordinary hospital job postings, and pay locally.

Direction
Up, modest
Components affected
Regulatory Moat
Scenario 3
Outpatient surgery centers keep expanding.

Sustained hiring growth from ambulatory surgery centers that raises openings or wages could support demand, though it may shift jobs toward fast-turnover rooms with tighter staffing. The evidence would be ordinary surgery-center pay and staffing across normal regional labor markets.

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