π‘ Helpers--Carpenters have a composite risk score of 56/100 (Frey-Osborne probability: 92%, GenAI exposure: 10/100). With 24,610 workers in the US, this occupation faces moderate but manageable AI pressure. Full occupation profile β
π― The Verdict
Possible. Significant task automation is underway β workers should actively upskill.
With 24,610 workers and a median wage of $42K,helpers--carpenters represent a significant portion of the US workforce. Their GenAI exposure index is 10%, meaning a minority of their core tasks overlap with current generative AI capabilities.
Risk Score
56/100
Employment
24,610
Median Wage
$42K
GenAI Exposure
10%
β οΈ Top Risk Factors
AI project scheduling and resource optimization
BIM-integrated automated progress tracking
3D printing of building components
Drone-based site surveying and inspection
π‘οΈ Tasks AI Can't Easily Replace
Real-time safety judgment in hazardous conditions
Fine motor craftsmanship in custom installations
Adapting to unique building configurations on-site
Physical work in confined or elevated spaces
π Task Automation Breakdown
Based on O*NET task analysis and GenAI exposure scoring. Shows the estimated proportion of this occupation's core tasks that are automatable by current AI, augmented by AI tools, or require essential human skills.
π Career Transition Paths
Related occupations with lower AI risk and high skills overlap:
Engineers
57% skills overlap Β· $106K median wage
Extraction Workers
84% skills overlap Β· $56K median wage
Electricians
78% skills overlap Β· $62K median wage
β Frequently Asked Questions
Will AI completely replace helpers--carpenters?
Possible. Significant task automation is underway β workers should actively upskill.
What is the AI risk score for helpers--carpenters?
Helpers--Carpenters have a composite AI automation risk score of 56 out of 100, classified as "Elevated".
How many helpers--carpenters are there in the US?
There are approximately 24,610 helpers--carpenters employed in the United States.
What do helpers--carpenters earn?
The median annual wage for helpers--carpenters is $42K.
What skills should helpers--carpenters develop?
Focus on tasks AI can't easily replicate: real-time safety judgment in hazardous conditions, fine motor craftsmanship in custom installations, adapting to unique building configurations on-site, physical work in confined or elevated spaces. These human-centric skills will become more valuable as routine tasks are automated.