Carpenters
Embodied skill, frontline presence, or deep institutional judgment. Most insulated.
SOC 47-2031 · Construction And Extraction
Signal composition
how the 0-100 score is assembled
By seniority
multiplicative adjustment from category curve
Entry-level roles carry the brunt because they concentrate the most automatable subset of tasks. Senior work is insulated by judgment, relationships, and accountability.
Task-level analysis
scored 0-100 for current-generation AI feasibility, weighted by BLS-stated importance
Use smart phones, tablets, and electronic devices for planning and calculations
AI excels at calculations, material estimation, code lookups, and plan interpretation on digital devices; current AI assistants can handle most planning computations and information retrieval, with carpenters primarily validating outputs and inputting site-specific parameters.
BLS evidence: The page notes 'Carpenters may also use smart phones, tablets, and other personal electronic devices to assist with planning, drafting, or other calculations.'
Follow blueprints and building plans to meet the needs of clients
AI can interpret blueprints, flag conflicts, and suggest material lists, but translating plans to physical reality requires on-site judgment about structural conditions, code compliance in context, and client communication that keeps humans load-bearing.
BLS evidence: The duties section begins with 'Follow blueprints and building plans to meet the needs of clients' as a fundamental carpenter responsibility.
Instruct and direct laborers and other construction helpers
AI can assist with scheduling and task assignment, but directing laborers requires real-time coordination on active job sites, safety monitoring in physical environments, adapting to changing conditions, and interpersonal management that keeps humans central.
BLS evidence: The duties section lists 'Instruct and direct laborers and other construction helpers' as a carpenter responsibility.
Inspect and replace damaged framework or other structures and fixtures
Inspection requires physical access to crawl spaces and heights, tactile assessment of structural integrity, and diagnosis of damage causes in unpredictable conditions; replacement involves the same physical manipulation challenges as new construction.
BLS evidence: The duties section includes 'Inspect and replace damaged framework or other structures and fixtures' as a regular carpenter task.
Fasten materials with nails, screws, staples, and adhesives
Involves selecting appropriate fasteners based on material and load, physical manipulation of tools in confined spaces, ensuring proper depth and angle, and working around obstacles—fine motor tasks in variable environments that exceed robotic capabilities.
BLS evidence: The page states 'Carpenters fasten materials with nails, screws, staples, and adhesives and check their work to ensure that it is correct.'
Measure, cut, and shape wood, plastic, and other materials
Demands fine motor control for cutting tools, physical handling of materials in varying conditions, tactile feedback for material properties, and spatial reasoning in three-dimensional physical space that AI-controlled robotics cannot reliably execute in typical job sites.
BLS evidence: The duties section states carpenters 'Measure, cut, and shape wood, plastic, and other materials' and notes they use tape measures or laser measures on nearly every project.
Install wooden concrete forms for cement footings or pillars
Requires physical assembly of forms in excavated areas with mud and uneven surfaces, precise alignment for structural requirements, and bracing against concrete pressure—tasks demanding environmental adaptability and physical manipulation current systems cannot achieve.
BLS evidence: The page describes carpenters in production or commercial work 'installing wooden concrete forms for cement footings or pillars.'
Install structures and fixtures, such as windows and molding
Requires precise physical installation in non-standardized openings, leveling and shimming based on tactile feedback, working in awkward positions, and adapting to building irregularities that exceed current robotic dexterity and environmental adaptability.
BLS evidence: The duties section lists 'Install structures and fixtures, such as windows and molding' as a primary carpenter task.
Erect shoring and scaffolding for buildings
Involves heavy lifting, working at heights in outdoor conditions, securing structures to uneven ground, and ensuring stability under dynamic loads—all requiring physical strength, balance, and environmental adaptation beyond current robotics.
BLS evidence: The page states that carpenters working on tall buildings or bridges 'also erect shoring and scaffolding for buildings.'
Construct and install building frameworks, including walls, floors, and doorframes
Requires physical manipulation of heavy materials in unpredictable construction environments, precise fitting in non-standardized spaces, and real-time problem-solving for structural issues that current robotics cannot handle at construction sites.
BLS evidence: The duties section explicitly lists 'Construct and install building frameworks, including walls, floors, and doorframes' as a primary task.
Task heatmap
automation score by task, sorted by weighted contribution
Unlock with Jobpocalypse Pro
Career pivot paths, wage impact analysis, AI tool recommendations, and task heatmaps for every occupation. $9/month, cancel anytime.
See plansor
Downloadable PDF for this occupation only. One-time payment, yours forever.
External signals and sources
category-level priors and BLS fields that feed the four non-task signals
- Karpathy/BLS Digital AI Exposure (0-10 scale rescaled to 0-100)
- BLS projected outlook: As fast as average (4%)
- Indeed demand signal (monthly refresh pending)
- BLS typical entry-level education: High school diploma or equivalent
- Credential trend signal (annual refresh)
Related in Construction And Extraction
closest AOI neighbors in the same category