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Automation Risk Analysis

Will “Timber Packer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #264 of 702. Estimated risk: 38.0%

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AI Exposure Risk

50%

“Timber Packer” will maybe 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 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

55%

“Timber Packer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 55% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Packers and Packagers, Hand, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Pack or package by hand a wide variety of products and materials.

Avg. Annual Salary $36,600
Avg. Hourly Wage $17.59
Available Jobs (US) 601,440
Job Title & Hierarchy Code (SOC) Packers and Packagers, Hand #53-7064
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Packers and Packagers, Hand”

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Related Occupations & Automation Risk

Commercial Pilots

AI Risk 59%
Robot Risk 62%

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AI Risk 57%
Robot Risk 43%

Locomotive Engineers

AI Risk 56%
Robot Risk 62%

Airfield Operations Specialists

AI Risk 56%
Robot Risk 50%

Airline Pilots, Copilots, and Flight Engineers

AI Risk 56%
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Traffic Technicians

AI Risk 56%
Robot Risk 45%

Core Skills & Abilities

  • Mark and label containers, container tags, or products, using marking tools.

  • Assemble, line, and pad cartons, crates, and containers, using hand tools.

  • Transport packages to customers' vehicles.

  • Obtain, move, and sort products, materials, containers, and orders, using hand tools.

  • Place or pour products or materials into containers, using hand tools and equipment, or fill containers from spouts or chutes.

  • Remove completed or defective products or materials, placing them on moving equipment, such as conveyors, or in specified areas, such as loading docks.

  • Record product, packaging, and order information on specified forms and records.

  • Clean containers, materials, supplies, or work areas, using cleaning solutions and hand tools.

  • Load materials and products into package processing equipment.

  • Examine and inspect containers, materials, or products to ensure that product quality and packing specifications are met.

  • Seal containers or materials, using glues, fasteners, nails, and hand tools.

  • Measure, weigh, and count products and materials.

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Alternative Job Titles