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 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.