Logging Equipment Operators
Drive logging tractor or wheeled vehicle equipped with one or more accessories such as bulldozer blade, frontal shear, grapple, logging arch, cable winches, hoisting rack, or crane boom, to fell tree; to skid, load, unload, or stack logs; or to pull stumps or clear brush.
How AI Impacts Each Task
9 tasks analyzed
Inspect equipment for safety prior to use, and perform necessary basic maintenance tasks.
Control hydraulic tractors equipped with tree clamps and booms to lift, swing, and bunch sheared trees.
Grade logs according to characteristics such as knot size and straightness, and according to established industry or company standards.
Drive and maneuver tractors and tree harvesters to shear the tops off of trees, cut and limb the trees, and cut the logs into desired lengths.
Drive straight or articulated tractors equipped with accessories such as bulldozer blades, grapples, logging arches, cable winches, and crane booms, to skid, load, unload, or stack logs, pull stumps, or clear brush.
Drive crawler or wheeled tractors to drag or transport logs from felling sites to log landing areas for processing and loading.
Fill out required job or shift report forms.
Calculate total board feet, cordage, or other wood measurement units, using conversion tables.
Drive tractors for the purpose of building or repairing logging and skid roads.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Inspect equipment for safety prior to use, and perform necessary basic maintenance tasks. | 30Estimated | 45.0% | 10% | |
| Control hydraulic tractors equipped with tree clamps and booms to lift, swing, and bunch sheared trees. | 10Estimated | 13.0% | 15% | |
| Grade logs according to characteristics such as knot size and straightness, and according to established industry or company standards. | 95Estimated | 87.2% | 5% | |
| Drive and maneuver tractors and tree harvesters to shear the tops off of trees, cut and limb the trees, and cut the logs into desired lengths. | 10Estimated | 13.0% | 20% | |
| Drive straight or articulated tractors equipped with accessories such as bulldozer blades, grapples, logging arches, cable winches, and crane booms, to skid, load, unload, or stack logs, pull stumps, or clear brush. | 10Estimated | 13.0% | 20% | |
| Drive crawler or wheeled tractors to drag or transport logs from felling sites to log landing areas for processing and loading. | 10Estimated | 13.0% | 15% | |
| Fill out required job or shift report forms. | 95Estimated | 87.2% | 5% | |
| Calculate total board feet, cordage, or other wood measurement units, using conversion tables. | 100Estimated | 89.2% | 5% | |
| Drive tractors for the purpose of building or repairing logging and skid roads. | 10Estimated | 13.0% | 5% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
Information Ordering 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.
Mathematics 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.
Mathematics 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.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity 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.
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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.
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Score History
Risk score over 2 scoring runs
overall change
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
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis