Fallers
Use axes or chainsaws to fell trees using knowledge of tree characteristics and cutting techniques to control direction of fall and minimize tree damage.
AI Impact Summary
Fallers faces low AI displacement risk with a score of 24/100. This occupation has higher AI displacement risk than 17% of all analyzed occupations. Of 19 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Fallers skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
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Strengthen Your Edge
Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
Estimated Impact
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
19 tasks analyzed
Stop saw engines, pull cutting bars from cuts, and run to safety as tree falls.
Appraise trees for certain characteristics, such as twist, rot, and heavy limb growth, and gauge amount and direction of lean, to determine how to control the direction of a tree's fall with the least damage.
Saw back-cuts, leaving sufficient sound wood to control direction of fall.
Clear brush from work areas and escape routes, and cut saplings and other trees from direction of falls, using axes, chainsaws, or bulldozers.
Assess logs after cutting to ensure that the quality and length are correct.
Measure felled trees and cut them into specified log lengths, using chain saws and axes.
Determine position, direction, and depth of cuts to be made, and placement of wedges or jacks.
Control the direction of a tree's fall by scoring cutting lines with axes, sawing undercuts along scored lines with chainsaws, knocking slabs from cuts with single-bit axes, and driving wedges.
Trim off the tops and limbs of trees, using chainsaws, delimbers, or axes.
Select trees to be cut down, assessing factors such as site, terrain, and weather conditions before beginning work.
Maintain and repair chainsaws and other equipment, cleaning, oiling, and greasing equipment, and sharpening equipment properly.
Insert jacks or drive wedges behind saws to prevent binding of saws and to start trees falling.
Tag unsafe trees with high-visibility ribbons.
Secure steel cables or chains to logs for dragging by tractors or for pulling by cable yarding systems.
Load logs or wood onto trucks, trailers, or railroad cars, by hand or using loaders or winches.
Mark logs for identification.
Work as a member of a team, rotating between chain saw operation and skidder operation.
Place supporting limbs or poles under felled trees to avoid splitting undersides, and to prevent logs from rolling.
Split logs, using axes, wedges, and mauls, and stack wood in ricks or cord lots.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Stop saw engines, pull cutting bars from cuts, and run to safety as tree falls. | 0Estimated | 9.0% | 5% | |
| Appraise trees for certain characteristics, such as twist, rot, and heavy limb growth, and gauge amount and direction of lean, to determine how to control the direction of a tree's fall with the least damage. | 40Estimated | 43.0% | 8% | |
| Saw back-cuts, leaving sufficient sound wood to control direction of fall. | 0Estimated | 9.0% | 10% | |
| Clear brush from work areas and escape routes, and cut saplings and other trees from direction of falls, using axes, chainsaws, or bulldozers. | 0Estimated | 9.0% | 5% | |
| Assess logs after cutting to ensure that the quality and length are correct. | 77Estimated | 80.0% | 3% | |
| Measure felled trees and cut them into specified log lengths, using chain saws and axes. | 40Estimated | 49.0% | 10% | |
| Determine position, direction, and depth of cuts to be made, and placement of wedges or jacks. | 30Estimated | 39.0% | 7% | |
| Control the direction of a tree's fall by scoring cutting lines with axes, sawing undercuts along scored lines with chainsaws, knocking slabs from cuts with single-bit axes, and driving wedges. | 0Estimated | 9.0% | 10% | |
| Trim off the tops and limbs of trees, using chainsaws, delimbers, or axes. | 35Estimated | 47.0% | 8% | |
| Select trees to be cut down, assessing factors such as site, terrain, and weather conditions before beginning work. | 50Estimated | 47.0% | 5% | |
| Maintain and repair chainsaws and other equipment, cleaning, oiling, and greasing equipment, and sharpening equipment properly. | 5Estimated | 11.0% | 5% | |
| Insert jacks or drive wedges behind saws to prevent binding of saws and to start trees falling. | 0Estimated | 9.0% | 5% | |
| Tag unsafe trees with high-visibility ribbons. | 52Estimated | 70.0% | 2% | |
| Secure steel cables or chains to logs for dragging by tractors or for pulling by cable yarding systems. | 35Estimated | 47.0% | 4% | |
| Load logs or wood onto trucks, trailers, or railroad cars, by hand or using loaders or winches. | 40Estimated | 49.0% | 4% | |
| Mark logs for identification. | 62Estimated | 74.0% | 2% | |
| Work as a member of a team, rotating between chain saw operation and skidder operation. | 10Estimated | 19.0% | 3% | |
| Place supporting limbs or poles under felled trees to avoid splitting undersides, and to prevent logs from rolling. | 0Estimated | 9.0% | 2% | |
| Split logs, using axes, wedges, and mauls, and stack wood in ricks or cord lots. | 35Estimated | 47.0% | 2% |
Protective Factors
Total protective discount: 23.7%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$53,900
per year
Mean Wage
$59,120
per year
Employment
4K
workers
Wage Range
$35,620 - $84,510
10th - 90th pct
Wage Distribution
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Carpenters
Recommendations
Skills to Develop
These skills are at risk from AI automation. Fallers professionals should diversify beyond them.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Reading Comprehension
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Equipment Maintenance
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change