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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.
Resilient
Last Update: 4/23/2026
Your role’s AI Resilience Score is
66.2%
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.
Med
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%).
Med
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.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
AI Resilience Report forComputer Hardware Engineers
Computer Hardware Engineers are more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
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Career: Computer Hardware Engineers
They design and build computer parts like chips and circuit boards to make computers run faster and better.
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Employment & Wage Data
* Data aggregated from 1 child occupations
Median Wage
$155,020
Jobs (2024)
76,800
Growth (2024-34)
+7.3%
Annual Openings
4,700
Education
Bachelor's degree
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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