Log Graders and Scalers

Farming, Fishing, and Forestry
0%
AI Risk
35% AI risk — Medium risk level
Moderate Risk
35% • Medium exposure
Based on task-level analysis (O*NET)

AI Impact Assessment

This job may see some changes due to AI, but human skills remain important.

Log Graders and Scalers with an AI automation risk score of 35%. Analysis includes 12 core tasks.

Safer Career Paths

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Key Tasks

Arrange for hauling of logs to appropriate mill sites.

Risk: 64%

Evaluate log characteristics and determine grades

Risk: 0%

Record data about individual trees or load volumes into tally books or hand-held collection terminals.

Risk: 64%

Measure felled logs or loads of pulpwood to calculate volume

Risk: 0%

Paint identification marks of specified colors on logs to identify grades or species

Risk: 0%

Jab logs with metal ends of scale sticks

Risk: 0%

Identify logs of substandard or special grade so that they can be returned to shippers

Risk: 0%

Weigh log trucks before and after unloading

Risk: 37%

Upskilling Courses

Data Sources

Analysis based on O*NET data

Method: rule+context+activity+calibration
Log Graders and Scalers — AI Risk 35% | IMJS