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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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The AI Resilience Report is a project from CareerVillage®, a registered 501(c)(3) nonprofit.
Last Update: 5/19/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
High
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
High
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
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.
Limited data sources are available, or existing sources show notable disagreement on the outlook for this occupation.
Contributing sources
Personal Care and Service Workers, All Other are much more resilient to AI impacts than most occupations, according to our analysis of 3 sources.
Personal care and service workers are labeled "Highly Resilient" because the heart of their job — building trust, offering companionship, and helping vulnerable people with hands-on daily tasks — requires a deeply human presence that AI simply can't replicate. The empathy, patience, and physical care you bring to someone's home or life aren't skills a robot or app can substitute, and researchers argue these kinds of relationship-based jobs *should* stay human.
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 highly resilient
Personal care and service workers are labeled "Highly Resilient" because the heart of their job — building trust, offering companionship, and helping vulnerable people with hands-on daily tasks — requires a deeply human presence that AI simply can't replicate. The empathy, patience, and physical care you bring to someone's home or life aren't skills a robot or app can substitute, and researchers argue these kinds of relationship-based jobs *should* stay human.
Read full analysisAnalysis of Current AI Resilience
Personal Care & Service
Updated Quarterly • Last Update: 5/14/2026

Right now, AI is mostly augmenting personal care and service workers rather than replacing them — and that's because their job is so deeply human. Helping someone with daily tasks like errands, tidying up, or just keeping them company involves trust, patience, and physical presence that today's AI can't replicate. Where AI is showing up, it's working alongside caregivers.
A 2026 industry report found that 60% of care-at-home leaders believe AI will have the greatest impact on the industry by 2030, but fewer than one in four organizations have actually made AI-specific investments, with early adopters reporting efficiency gains exceeding 25% [1] in administrative workflows like scheduling and billing. On the consumer side, AI "smart care devices" are stepping in for some lighter tasks: in March 2026, Washington State began covering ElliQ [2], an AI companion that handles medication reminders, daily check-ins, and social interaction for Medicaid recipients aging at home. Family caregivers are using ChatGPT to build daily schedules, decode medical paperwork, and organize routines [3], according to AARP reporting.

Several forces are speeding adoption: a massive caregiver shortage, an aging population driving demand for home-based care [4], and growing insurance coverage for AI tools. But adoption is also slowing for good reasons. Personal care is hands-on, emotional, and often involves vulnerable people, so safety and trust matter enormously.
Brookings researchers argue that some jobs should be done by humans — jobs that build human relationships, like care-economy professions — and that AI should be used in ways workers control and that benefit the people they serve, warning against replacing care workers wholesale [5] [5]. The bottom line for young people considering this field: empathy, judgment, and the human touch you bring will remain the heart of the job, even as AI handles more of the paperwork and reminders around it.

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They assist people with daily tasks, like cleaning or running errands, to make their lives easier and more comfortable.
Median Wage
$37,900
Jobs (2024)
94,400
Growth (2024-34)
+6.4%
Annual Openings
16,100
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034

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The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.
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