Takeover Tracker

Side-by-Side Comparison

MetricFirst-Line Supervisors of Production and Operating WorkersFirst-Line Supervisors of Housekeeping and Janitorial Workers
Risk Score35.5%36.1%
Risk TierMedium RiskMedium Risk
Risk Percentile67th69th
Tasks at Risk (>50%)9 / 154 / 15
Median Salary$71,190$47,520
Employment685K175K

Skill Comparison

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Sorted by largest difference

Production and Processing
Customer and Personal Service
Mechanical
Controlling Machines and Processes
Deductive Reasoning
Monitor Processes, Materials, or Surroundings
Identifying Objects, Actions, and Events
Engineering and Technology
Coordinating the Work and Activities of Others
Active Listening
Processing Information
Critical ThinkingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Production and Operating Workers

32%

total discount

First-Line Supervisors of Housekeeping and Janitorial Workers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Production and Operating Workers

9 of 15 at risk
88%Keep records of employees' attendance and hours worked.
88%Maintain operations data, such as time, production, and cost records, and prepare management reports of production results.
86%Plan and establish work schedules, assignments, and production sequences to meet production goals.
86%Observe work and monitor gauges, dials, and other indicators to ensure that operators conform to production or processing standards.
86%Read and analyze charts, work orders, production schedules, and other records and reports to determine production requirements and to evaluate current production estimates and outputs.

First-Line Supervisors of Housekeeping and Janitorial Workers

4 of 15 at risk
87%Maintain required records of work hours, budgets, payrolls, and other information.
86%Advise managers, desk clerks, or admitting personnel of rooms ready for occupancy.
86%Plan and prepare employee work schedules.
78%Inventory stock to ensure that supplies and equipment are available in adequate amounts.
47%Inspect work performed to ensure that it meets specifications and established standards.

Wage Comparison

First-Line Supervisors of Housekeeping and Janitorial Workers earns -$23,670(-33%) vs First-Line Supervisors of Production and Operating Workers
First-Line Supervisors of Production and Operating WorkersFirst-Line Supervisors of Housekeeping and Janitorial Workers
10th
$45,790$34,390
25th
$56,330$38,600
Median
$71,190$47,520
75th
$86,770$60,330
90th
$106,960$74,190

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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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