AITakeover Tracker
24%low risk

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.

Higher risk than 17% of occupations

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)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

MonitoringCritical ThinkingJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Fallers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.8pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.9pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.6pt risk+$3K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

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

Less than High School56%
High School Diploma44%

Prior Experience Needed

Work experience required to enter this job

None15%
6 months - 1 year29%
1-2 years1%
2-4 years18%
4-6 years32%
8-10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None7%
Up to 1 month34%
1-3 months11%
3-6 months9%
6 months - 1 year19%
1-2 years17%
4-6 years4%

How AI Impacts Each Task

19 tasks analyzed

Stop saw engines, pull cutting bars from cuts, and run to safety as tree falls.

Risk: 9.0%AI: 0EstimatedTime: 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.

Risk: 43.0%AI: 40EstimatedTime: 8%

Saw back-cuts, leaving sufficient sound wood to control direction of fall.

Risk: 9.0%AI: 0EstimatedTime: 10%

Clear brush from work areas and escape routes, and cut saplings and other trees from direction of falls, using axes, chainsaws, or bulldozers.

Risk: 9.0%AI: 0EstimatedTime: 5%

Assess logs after cutting to ensure that the quality and length are correct.

Risk: 80.0%AI: 77EstimatedTime: 3%

Measure felled trees and cut them into specified log lengths, using chain saws and axes.

Risk: 49.0%AI: 40EstimatedTime: 10%

Determine position, direction, and depth of cuts to be made, and placement of wedges or jacks.

Risk: 39.0%AI: 30EstimatedTime: 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.

Risk: 9.0%AI: 0EstimatedTime: 10%

Trim off the tops and limbs of trees, using chainsaws, delimbers, or axes.

Risk: 47.0%AI: 35EstimatedTime: 8%

Select trees to be cut down, assessing factors such as site, terrain, and weather conditions before beginning work.

Risk: 47.0%AI: 50EstimatedTime: 5%

Maintain and repair chainsaws and other equipment, cleaning, oiling, and greasing equipment, and sharpening equipment properly.

Risk: 11.0%AI: 5EstimatedTime: 5%

Insert jacks or drive wedges behind saws to prevent binding of saws and to start trees falling.

Risk: 9.0%AI: 0EstimatedTime: 5%

Tag unsafe trees with high-visibility ribbons.

Risk: 70.0%AI: 52EstimatedTime: 2%

Secure steel cables or chains to logs for dragging by tractors or for pulling by cable yarding systems.

Risk: 47.0%AI: 35EstimatedTime: 4%

Load logs or wood onto trucks, trailers, or railroad cars, by hand or using loaders or winches.

Risk: 49.0%AI: 40EstimatedTime: 4%

Mark logs for identification.

Risk: 74.0%AI: 62EstimatedTime: 2%

Work as a member of a team, rotating between chain saw operation and skidder operation.

Risk: 19.0%AI: 10EstimatedTime: 3%

Place supporting limbs or poles under felled trees to avoid splitting undersides, and to prevent logs from rolling.

Risk: 9.0%AI: 0EstimatedTime: 2%

Split logs, using axes, wedges, and mauls, and stack wood in ricks or cord lots.

Risk: 47.0%AI: 35EstimatedTime: 2%

Protective Factors

Total protective discount: 23.7%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilityAttention to DetailAdaptability/FlexibilityIntegritySelf ControlCooperationConcern for OthersIndependenceStress ToleranceAchievement/EffortInitiativePersistence

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

$35,620Median: $53,900$84,510
Career Planning

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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

+4.0

overall change

Checking for existing plan...