AI JOB SCANNERWill AI replace
Helpers--Carpenters?
Help carpenters by performing duties requiring less skill. Duties include using, supplying, or holding materials or tools, and cleaning work area and equipment.
Low exposure
V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.
19 tasks have usable Task Rating records; weighted-task coverage is 100%.
14/100
85/100
11/100
100%
Highest-weighted occupation tasks
Task weighting
Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.
Occupation scoring
When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.
BLS Wage & Employment Outlook
$43,780
BLS OEWS May 2025
21,680
BLS OEWS May 2025
-1.7%
BLS Employment Projections 2025–2035
2
BLS Employment Projections 2025–2035
BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.
Safer Career Alternatives
These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.
Fallers
similar low-exposure profile • 100% profile similarity
similar work profile with lower modeled exposure
Engine and Other Machine Assemblers
similar low-exposure profile • 99% profile similarity
similar work profile with lower modeled exposure
Electrical Power-Line Installers and Repairers
similar low-exposure profile • 98% profile similarity
stronger human/judgment moat
Helpers--Installation, Maintenance, and Repair Workers
similar low-exposure profile • 98% profile similarity
similar work profile with lower modeled exposure
Reinforcing Iron and Rebar Workers
similar low-exposure profile • 98% profile similarity
similar work profile with lower modeled exposure
Terrazzo Workers and Finishers
similar low-exposure profile • 98% profile similarity
similar work profile with lower modeled exposure
AI-Proofing Plan
AUTOMATE
AUGMENT
- administrative support tasks
- planning and documentation
PROTECT
- physical-world execution
- on-site troubleshooting
- dexterity and equipment interaction
LEARN
- AI-assisted diagnostics
- digital documentation
- basic AI literacy
What this score does not mean
The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.
Find a Safer Career Path
High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.
EXPLORE CAREER ALTERNATIVES