Takeover Tracker

vs

51 shared · 17 different

core competencies

Side-by-Side Comparison

MetricLog Graders and ScalersElectrical and Electronic Equipment Assemblers
Risk Score46.2%40.8%
Risk TierMedium RiskMedium Risk
Risk Percentile93th83th
Tasks at Risk (>50%)9 / 1410 / 15
Median Salary$46,710N/A
Employment3KN/A

Skill Comparison

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Sorted by largest difference

Judging the Qualities of Things, Services, or People
Estimating the Quantifiable Characteristics of Products, Events, or Information
Operating Vehicles, Mechanized Devices, or Equipment
Production and Processing
Communicating with Persons Outside Organization
Processing Information
Monitoring and Controlling Resources
MathematicsAI-Vulnerable
Finger Dexterity
Controlling Machines and Processes
Administration and Management
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Log Graders and Scalers

27%

total discount

Electrical and Electronic Equipment Assemblers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Log Graders and Scalers

9 of 14 at risk
88%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.

Electrical and Electronic Equipment Assemblers

10 of 15 at risk
88%Complete, review, or maintain production, time, or component waste reports.
86%Mark and tag components so that stock inventory can be tracked and identified.
84%Measure and adjust voltages to specified values to determine operational accuracy of instruments.
67%Inspect or test wiring installations, assemblies, or circuits for resistance factors or for operation and record results.
67%Drill or tap holes in specified equipment locations to mount control units or to provide openings for elements, wiring, or instruments.

Wage Comparison

Log Graders and ScalersElectrical and Electronic Equipment Assemblers
10th
$35,050N/A
25th
$38,390N/A
Median
$46,710N/A
75th
$56,200N/A
90th
$63,370N/A

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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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