Takeover Tracker

vs

55 shared · 22 different

core competencies

Side-by-Side Comparison

MetricPower Distributors and DispatchersWeighers, Measurers, Checkers, and Samplers, Recordkeeping
Risk Score42.8%44.5%
Risk TierMedium RiskMedium Risk
Risk Percentile87th90th
Tasks at Risk (>50%)8 / 1511 / 15
Median Salary$107,240$45,650
Employment9K50K

Skill Comparison

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Sorted by largest difference

Handling and Moving Objects
Public Safety and Security
Production and Processing
Making Decisions and Solving Problems
Getting Information
Identifying Objects, Actions, and Events
Mechanical
Problem Sensitivity
Operation Monitoring
Oral Expression
Inductive Reasoning
Communicating with Persons Outside Organization

Protective Factors

Higher values indicate stronger protection against AI displacement

Power Distributors and Dispatchers

30%

total discount

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Power Distributors and Dispatchers

8 of 15 at risk
86%Monitor and record switchboard or control board readings to ensure that electrical or steam distribution equipment is operating properly.
86%Record and compile operational data, such as chart or meter readings, power demands, or usage and operating times, using transmission system maps.
86%Implement energy schedules, including real-time transmission reservations or schedules.
86%Calculate load estimates or equipment requirements to determine required control settings.
84%Distribute or regulate the flow of power between entities, such as generating stations, substations, distribution lines, or users, keeping track of the status of circuits or connections.

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

11 of 15 at risk
88%Compute product totals and charges for shipments.
86%Compare product labels, tags, or tickets, shipping manifests, purchase orders, and bills of lading to verify accuracy of shipment contents, quality specifications, or weights.
86%Document quantity, quality, type, weight, test result data, and value of materials or products to maintain shipping, receiving, and production records and files.
86%Maintain financial records, such as accounts of daily collections and billings, and records of receipts issued.
84%Inspect products and examination records to determine the number of defects per worker and the reasons for examiners' rejections.

Wage Comparison

Weighers, Measurers, Checkers, and Samplers, Recordkeeping earns -$61,590(-57%) vs Power Distributors and Dispatchers
Power Distributors and DispatchersWeighers, Measurers, Checkers, and Samplers, Recordkeeping
10th
$70,760$34,580
25th
$91,670$38,650
Median
$107,240$45,650
75th
$128,690$53,060
90th
$144,900$60,120

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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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