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Automation Risk Analysis

Will “Loader Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #437 of 702. Estimated risk: 79.0%

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AI Exposure Risk

21%

“Loader Operator” will almost certainly not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 21% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

68%

“Loader Operator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 68% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Logging Equipment Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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. Includes operating stand-alone logging machines, such as log chippers.

Avg. Annual Salary $52,020
Avg. Hourly Wage $25.01
Available Jobs (US) 22,520
Job Title & Hierarchy Code (SOC) Logging Equipment Operators #45-4022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Logging Equipment Operators”

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Core Skills & Abilities

  • 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.

  • Inspect equipment for safety prior to use, and perform necessary basic maintenance tasks.

  • Grade logs according to characteristics such as knot size and straightness, and according to established industry or company standards.

  • Calculate total board feet, cordage, or other wood measurement units, using conversion tables.

  • Fill out required job or shift report forms.

  • Drive crawler or wheeled tractors to drag or transport logs from felling sites to log landing areas for processing and loading.

  • 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.

  • Control hydraulic tractors equipped with tree clamps and booms to lift, swing, and bunch sheared trees.

Technologies & Software

  • SAP software
  • TradeTec TallyWorks TimeTracker
  • Microsoft Word
  • Microsoft Excel
  • Climate FieldView
  • Blue River Technology AI
  • John Deere AI
  • Microsoft Outlook
  • Microsoft Office software
  • BCS Woodlands Systems The Logger Tracker
  • Taranis AI
  • TradeTec TallyWorks Logs
  • Felling heads
  • Tracked feller bunchers
  • Processing heads
  • Log winches
  • Grapple skidders
  • Forestry crawler dozers
  • Loggers' tapes
  • Tree saws
  • Knuckleboom loaders
  • Loading grapples
  • Yarding grapples
  • Forestry swing machines
  • Log forks
  • Tractor cranes
  • Heavy duty chainsaws
  • Forestry hoes
  • Mobile radios
  • Forwarders
  • Log trailers
  • Desktop computers
  • Scarifier attachments
  • Harvesting heads
  • Equipment trailers
  • Wheeled harvesters
  • Log loaders
  • Truck mounted boom loaders
  • Log transport trucks
  • Nailing hammers
  • Tablet computers
  • Protective safety glasses
  • Grapple yarders
  • Delimbers
  • Tracked harvesters
  • Cable skidders
  • Pocket knives
  • Digital tire pressure gauges
  • Log stackers
  • Drive-to-tree feller bunchers