medium risk
Log Graders and Scalersvs
68 shared · 9 different
core competencies
Side-by-Side Comparison
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders leads 3–2| Metric | Log Graders and Scalers | Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders |
|---|---|---|
| Risk Score | 46.2% | 42.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 93th | 87th |
| Tasks at Risk (>50%) | 9 / 14 | 10 / 15 |
| Median Salary | $46,710 | $42,730 |
| Employment | 3K | 20K |
Skill Comparison
|
Sorted by largest difference
Judging the Qualities of Things, Services, or People
Controlling Machines and Processes
Estimating the Quantifiable Characteristics of Products, Events, or Information
Monitoring and Controlling Resources
MathematicsAI-Vulnerable
Customer and Personal Service
Operation Monitoring
Hearing Sensitivity
Communicating with Persons Outside Organization
Protective Factors
Higher values indicate stronger protection against AI displacement
Log Graders and Scalers
27%
total discount
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
10 of 15 at risk88%Record production data, such as weight and amount of product processed, type of product, and time and temperature of processing.
88%Read work orders to determine quantities and types of products to be baked, dried, or roasted.
84%Observe temperature, humidity, pressure gauges, and product samples and adjust controls, such as thermostats and valves, to maintain prescribed operating conditions for specific stages.
78%Signal coworkers to synchronize flow of materials.
76%Test products for moisture content, using moisture meters.
Wage Comparison
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders earns -$3,980(-9%) vs Log Graders and Scalers
Log Graders and ScalersFood and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
10th
$35,050$32,390
25th
$38,390$36,610
Median
$46,710$42,730
75th
$56,200$48,680
90th
$63,370$60,070
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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