BETA
Updated: Feb 6
BETA
Updated: Feb 6
Evolving
Last Update: 11/21/2025
Your role’s AI Resilience Score is
42.9%
Median Score
Changing Fast
Evolving
Stable
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
Engineers, All Other
They solve unique problems by designing, testing, and improving products or systems that don’t fit into traditional engineering categories.
Summary
The career of engineers is labeled as "Evolving" because AI tools are starting to play a bigger role in their work. AI is helping with tasks like design and data analysis, but it can't replace the creativity and problem-solving skills that human engineers bring.
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View analysisChat with CoachLatest newsMore career infoSummary
The career of engineers is labeled as "Evolving" because AI tools are starting to play a bigger role in their work. AI is helping with tasks like design and data analysis, but it can't replace the creativity and problem-solving skills that human engineers bring.
Read full analysisContributing 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
Evolving50.2%
50.2%
Microsoft's Working with AI
AI Applicability
Evolving30.4%
30.4%
Medium Demand
Labor Market Outlook
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
2.1%
Growth Percentile:
41.9%
Annual Openings:
9.3
Annual Openings Pct:
51.7%
Analysis of Current AI Resilience
Engineers, All Other
Updated Quarterly • Last Update: 11/21/2025
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More Career Info
Career: Engineers, All Other
Parent Careers
Employment & Wage Data
Median Wage
$117,750
Jobs (2024)
158,800
Growth (2024-34)
+2.1%
Annual Openings
9,300
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
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