BETA

Updated: Feb 6

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BETA

Updated: Feb 6

Evolving

Last Update: 11/21/2025

Your role’s AI Resilience Score is

66.9%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Low-medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Medical Equipment Preparers

They clean and set up medical tools and machines to make sure everything is safe and ready for doctors and nurses to use during patient care.

Summary

The career of Medical Equipment Preparer is labeled as "Evolving" because AI and robots are gradually being introduced to assist with routine tasks like inventory counting and transporting equipment. While these technologies help make processes more efficient, human skills like careful observation, decision-making, and teamwork remain crucial, especially for tasks requiring judgment and personal care.

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Learn more about how you can thrive in this position

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Chat with Coach
Latest news
More career info

Summary

The career of Medical Equipment Preparer is labeled as "Evolving" because AI and robots are gradually being introduced to assist with routine tasks like inventory counting and transporting equipment. While these technologies help make processes more efficient, human skills like careful observation, decision-making, and teamwork remain crucial, especially for tasks requiring judgment and personal care.

Read full analysis

Contributing Sources

AI Resilience

All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.

CareerVillage.org's AI Resilience Analysis

AI Task Resilience

Learn about this score
Stable iconStable

76.7%

76.7%

Microsoft's Working with AI

AI Applicability

Learn about this score
Stable iconStable

97.2%

97.2%

Will Robots Take My Job

Automation Resilience

Learn about this score
Changing fast iconChanging fast

25.9%

25.9%

High Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

10.0%

Growth Percentile:

92.7%

Annual Openings:

10.9

Annual Openings Pct:

55.3%

Analysis of Current AI Resilience

Medical Equip. Preparers

Updated Quarterly • Last Update: 11/21/2025

Analysis
Suggested Actions
State of Automation

State of Automation & Augmentation

Medical equipment preparers use some computerized tools today, but most of the hands-on work still needs people. For example, hospitals track supplies with inventory software (like Pyxis or MEDITECH systems) that alert staff when stock is low [1]. Researchers note AI could make these systems smarter (improving stock forecasts and cutting errors) [2].

In practice, much paperwork has moved to tablets or databases. For cleaning instruments, most hospitals still rely on technicians loading washers and autoclaves by hand. However, some robots have started to help: for instance, an autonomous cart robot (the MiR100) now carries carts of sterile trays around big hospitals [3].

During COVID-19, UV disinfection robots became common for cleaning rooms and equipment; demand for these sanitizing robots jumped almost 12-fold recently [4]. These machines let staff focus on important tasks, but people still check machine logs and inspect equipment.

Many core tasks remain too tricky or regulated for full automation. Checking instruments for wear or restocking a crash cart requires careful judgment, and AI systems are only beginning to assist. In short, computer systems and even some robots help with data entry and heavy lifting, but human techs still guide the process.

As one robotics review notes, people in healthcare are cautious and machines in hospitals often “operate semi- or fully autonomously” only for simple tasks [3] [3].

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AI Adoption

AI Adoption

AI and robots will move into sterile processing slowly because of cost and safety rules. Hospitals run on tight budgets, so expensive robots must show clear benefit before buying them. On the other hand, shortages of staff and infection concerns (especially after COVID) push hospitals to try new tech.

For example, UV cleaning robots spread because they quickly cut germs [4]. Studies find that having the right technology and data is key for using AI successfully in supply chains [2]. In medicine, any automated tool must be very reliable – one mistake could hurt patients.

That means hospitals take their time testing new systems.

Overall, experts expect AI and automation in this field to grow gradually. New tools will help with routine parts of the job (like counting inventory or moving trays), but people will still be needed to solve challenges, fix problems, and give personal care. Human skills – careful observation, teamwork, and caring for people – remain essential and can’t be fully replaced by machines [2] [4].

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More Career Info

Career: Medical Equipment Preparers

Employment & Wage Data

Median Wage

$46,490

Jobs (2024)

76,500

Growth (2024-34)

+10.0%

Annual Openings

10,900

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

65% ResilienceCore Task

Attend hospital in-service programs related to areas of work specialization.

2

65% ResilienceSupplemental

Install and set up medical equipment, using hand tools.

3

55% ResilienceCore Task

Organize and assemble routine or specialty surgical instrument trays or other sterilized supplies, filling special requests as needed.

4

55% ResilienceCore Task

Operate and maintain steam autoclaves, keeping records of loads completed, items in loads, and maintenance procedures performed.

5

55% ResilienceCore Task

Start equipment and observe gauges and equipment operation to detect malfunctions and to ensure equipment is operating to prescribed standards.

6

55% ResilienceCore Task

Examine equipment to detect leaks, worn or loose parts, or other indications of disrepair.

7

55% ResilienceCore Task

Stock crash carts or other medical supplies.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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