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AI Risk Comparison

Fishing and Hunting Workers vs Log Graders and Scalers

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Fishing and Hunting Workers
Higher risk
Log Graders and Scalers
Risk gap
6 points
Agriculture & ForestryO*NET: 45-3031.00

Fishing and Hunting Workers

Hunt, trap, catch, or gather wild animals or aquatic animals and plants. May use nets, traps, or other equipment. May haul catch onto ship or other vessel.

AI Risk Score

65/100
High

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Automate routine data processing tasks in fishing and hunting workers roles
  • Generate reports and analyze structured data
  • Handle repetitive document processing and filing
  • Updating and Using Relevant Knowledge
  • Monitoring Processes, Materials, or Surroundings

Top skills

Critical Thinking3.12/5
Coordination3.12/5
Judgment and Decision Making3.12/5
Speaking3.00/5
Monitoring2.88/5

Recommended career pivots

Sailors and Marine Oilers47/100Motorboat Operators65/100Captains, Mates, and Pilots of Water Vessels67/100Farmworkers, Farm, Ranch, and Aquacultural Animals78/100Farmworkers and Laborers, Crop, Nursery, and Greenhouse78/100
Agriculture & ForestryO*NET: 45-4023.00

Log Graders and Scalers

Grade logs or estimate the marketable content or value of logs or pulpwood in sorting yards, millpond, log deck, or similar locations. Inspect logs for defects or measure logs to determine volume.

AI Risk Score

71/100
High

High risk: many core tasks are exposed to automation.

Automation factors

  • Evaluate log characteristics and determine grades, using established criteria.
  • Record data about individual trees or load volumes into tally books or hand-held collection terminals.
  • Measure felled logs or loads of pulpwood to calculate volume, weight, dimensions, and marketable value, using measuring devices and conversion tables.
  • Documenting/Recording Information
  • Estimating the Quantifiable Characteristics of Products, Events, or Information

Top skills

Active Listening3.25/5
Critical Thinking3.25/5
Speaking3.12/5
Writing3.00/5
Active Learning3.00/5

Recommended career pivots

Weighers, Measurers, Checkers, and Samplers, Recordkeeping74/100Inspectors, Testers, Sorters, Samplers, and Weighers91/100Graders and Sorters, Agricultural Products76/100Logging Equipment Operators66/100Laborers and Freight, Stock, and Material Movers, Hand83/100

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