medium risk
Forest and Conservation Workersvs
53 shared · 29 different
core competencies
medium risk
Log Graders and ScalersSide-by-Side Comparison
Forest and Conservation Workers leads 4–1| Metric | Forest and Conservation Workers | Log Graders and Scalers |
|---|---|---|
| Risk Score | 26.2% | 46.2% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 22th | 93th |
| Tasks at Risk (>50%) | 5 / 15 | 9 / 14 |
| Median Salary | $43,680 | $46,710 |
| Employment | 6K | 3K |
Skill Comparison
|
Sorted by largest difference
Clerical
Communicating with Persons Outside Organization
Performing for or Working Directly with the Public
Production and Processing
Establishing and Maintaining Interpersonal Relationships
Organizing, Planning, and Prioritizing Work
Thinking Creatively
Performing General Physical Activities
English Language
Economics and Accounting
Updating and Using Relevant Knowledge
Education and Training
Protective Factors
Higher values indicate stronger protection against AI displacement
Forest and Conservation Workers
32%
total discount
Log Graders and Scalers
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Forest and Conservation Workers
5 of 15 at risk86%Create field maps using geographic information systems technology.
86%Maintain tallies of trees examined and counted during tree marking or measuring efforts.
57%Sort tree seedlings, discarding substandard seedlings, according to standard charts or verbal instructions.
53%Spray or inject vegetation with insecticides to kill insects or to protect against disease or with herbicides to reduce competing vegetation.
51%Sow or harvest cover crops, such as alfalfa.
Log Graders and Scalers
9 of 14 at risk88%Weigh log trucks before and after unloading, and record load weights and supplier identities.
86%Record data about individual trees or load volumes into tally books or hand-held collection terminals.
86%Measure felled logs or loads of pulpwood to calculate volume, weight, dimensions, and marketable value, using measuring devices and conversion tables.
84%Evaluate log characteristics and determine grades, using established criteria.
84%Identify logs of substandard or special grade so that they can be returned to shippers, regraded, recut, or transferred for other processing.
Wage Comparison
Log Graders and Scalers earns +$3,030(+7%) vs Forest and Conservation Workers
Forest and Conservation WorkersLog Graders and Scalers
10th
$33,050$35,050
25th
$36,400$38,390
Median
$43,680$46,710
75th
$45,200$56,200
90th
$54,190$63,370
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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