As of June 2026, Logging Equipment Operators has an AI-exposure score of 47/100 (Moderate exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.

AI Exposure Score for

Logging Equipment Operators

47/100
Moderate exposure
LowModerateElevatedHighVery High

More exposed than 26% of the roles we track. Median pay ~US$49,740. About 4,200 projected openings a year (BLS 2024–34 — growth plus replacement).

Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.

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How you compare to similar Farming & Forestry roles

Logging Equipment Operators (you)
47
Agricultural Equipment Operators
47
Farmworkers and Laborers, Crop, Nursery, and Greenhouse
45
Forest and Conservation Workers
45
Graders and Sorters, Agricultural Products
44
First-Line Supervisors of Farming, Fishing, and Forestry Workers
51
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Your tasks, by AI exposure

Automatable

No automatable tasks identified for this role — its real, individually-assessed tasks consistently read as durable (56%).

Augmentable
  • Fill out required job or shift report forms.
  • Calculate total board feet, cordage, or other wood measurement units, using conversion tables.
  • Drive crawler or wheeled tractors to drag or transport logs from felling sites to log landing areas for processing and loading.
  • Grade logs according to characteristics such as knot size and straightness, and according to established industry or company standards.
Durable
  • 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.
  • Control hydraulic tractors equipped with tree clamps and booms to lift, swing, and bunch sheared trees.
  • 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 tractors for building or repairing logging and skid roads.
  • Inspect equipment for safety prior to use, and perform necessary basic maintenance tasks.

Safer adjacent roles

YOUR ROLE TODAY
Logging Equipment Operators 47
→
Operating Engineers and Other Construction Equipment Operators 80% overlap41Continuous Mining Machine Operators 72% overlap34Loading and Moving Machine Operators, Underground Mining 64% overlap38
Operating Engineers and Other Construction Equipment Operators
80% skills overlap · Moderate exposure · ~US$59,850
41
Continuous Mining Machine Operators
72% skills overlap · Low exposure · ~US$61,810
34
Loading and Moving Machine Operators, Underground Mining
64% skills overlap · Low exposure · ~US$74,500
38
Excavating and Loading Machine and Dragline Operators, Surface Mining
56% skills overlap · Moderate exposure · ~US$57,430
41
Hoist and Winch Operators
48% skills overlap · Moderate exposure · ~US$56,450
43
Industrial Truck and Tractor Operators
40% skills overlap · Moderate exposure · ~US$46,420
46
Agricultural Equipment Operators
40% skills overlap · Moderate exposure · ~US$41,730
47
Crane and Tower Operators
40% skills overlap · Moderate exposure · ~US$68,080
46

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.

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