Last Update: 3/13/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
What does this resilience result mean?
These roles are expected to remain steady over time, with AI supporting rather than replacing the core work.
AI Resilience Report for
They help people improve daily skills by setting up equipment, assisting therapists during sessions, and keeping therapy areas organized and clean.
This role is stable
Occupational Therapy Aides have a "Stable" career because, while AI helps with tasks like booking appointments and managing inventory, the human touch remains essential. Machines can't comfort patients or understand their emotions like a real person can.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is stable
Occupational Therapy Aides have a "Stable" career because, while AI helps with tasks like booking appointments and managing inventory, the human touch remains essential. Machines can't comfort patients or understand their emotions like a real person can.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Anthropic's Observed Exposure
AI Resilience
Based on observed patterns of how Claude is being used across occupational tasks in real conversations
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
Low Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Occ. Therapy Aides
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
Some routine chores of therapy aides are already getting computer help. For example, software “virtual receptionists” can answer calls and book appointments any time of day [1] [1]. Hospitals even use AI assistants that phone patients, handle records, and summarize paperwork for human staff [2] [1].
Inventory is another place AI is used: studies show smart inventory systems can track supplies and reorder when stocks run low, cutting waste and costs [3] [2]. All of this means aides may spend less time on phone calls, paperwork, or restocking and more time with people.
By contrast, the hands-on parts of the job are much harder to replace. Some clinics use sensors or cameras (even game-like systems such as Microsoft’s Kinect) to watch patients do exercises and measure their movement [3] [3]. These tools can record progress and alert therapists if there’s a problem.
But other tasks still need a person. Computers can’t comfort a patient or notice subtle cues the way a person can. In fact, experts warn that no machine yet picks up on a patient’s mood or facial expressions like a real helper does [2] [3].
Adjusting a wheelchair, helping someone stand safely, or encouraging a patient’s confidence all rely on human care. Right now, AI tools mostly augment aides (for example by measuring exercise motions), rather than replacing the human touch.

AI in the real world
Several factors affect how fast AI is used. On the plus side, AI can save money and help with busy workloads. One AI service company notes its virtual assistant costs about $9 per hour versus roughly $40 for a nurse [2], and hospitals are short-staffed (over 100,000 nurses quit in recent years and tens of thousands of new openings appear annually [2]).
Studies in health care supply chains also show AI cutting errors and costs in stock management [3]. These savings give hospitals an incentive to try AI for scheduling or data tasks.
On the other hand, adoption can be slow. Hospitals and clinics must pay to set up new systems and train staff. Patients and families often prefer real people for personal care, too.
Nursing groups point out that AI should help – not replace – caregivers [2] [2]. In short, clinics are likely to use AI to take on routine admin work quickly (for example, booking visits or monitoring equipment), but they will move more cautiously on tasks involving direct patient support. Human skills like empathy, judgment, and hands-on help remain hard to automate, so occupational therapy aides will still be needed to provide caring attention even as AI tools grow.

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Median Wage
$37,370
Jobs (2024)
5,200
Growth (2024-34)
+2.5%
Annual Openings
600
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Encourage patients and attend to their physical needs to facilitate the attainment of therapeutic goals.
Supervise patients in choosing and completing work assignments or arts and crafts projects.
Evaluate the living skills and capacities of physically, developmentally, or emotionally disabled clients.
Instruct patients and families in work, social, and living skills, the care and use of adaptive equipment, and other skills to facilitate home and work adjustment to disability.
Transport patients to and from the occupational therapy work area.
Accompany patients on outings, providing transportation when necessary.
Prepare and maintain work area, materials, and equipment and maintain inventory of treatment and educational 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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