Takeover Tracker

Side-by-Side Comparison

MetricFirst-Line Supervisors of Helpers, Laborers, and Material Movers, HandFirst-Line Supervisors of Housekeeping and Janitorial Workers
Risk Score34.1%36.1%
Risk TierMedium RiskMedium Risk
Risk Percentile62th69th
Tasks at Risk (>50%)7 / 154 / 15
Median SalaryN/A$47,520
EmploymentN/A175K

Skill Comparison

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Sorted by largest difference

Transportation
Production and Processing
Coordinating the Work and Activities of Others
Establishing and Maintaining Interpersonal Relationships
Operating Vehicles, Mechanized Devices, or Equipment
Active Listening
Interacting With Computers
Clerical
Deductive Reasoning
Making Decisions and Solving Problems
Problem Sensitivity
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand

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 Helpers, Laborers, and Material Movers, Hand

7 of 15 at risk
88%Schedule times of shipment and modes of transportation for materials.
86%Check specifications of materials loaded or unloaded against information contained in work orders.
86%Plan work schedules and assign duties to maintain adequate staff for effective performance of activities and response to fluctuating workloads.
80%Inspect equipment for wear and for conformance to specifications.
69%Prepare and maintain work records and reports of information such as employee time and wages, daily receipts, or inspection results.

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 Helpers, Laborers, and Material Movers, HandFirst-Line Supervisors of Housekeeping and Janitorial Workers
10th
N/A$34,390
25th
N/A$38,600
Median
N/A$47,520
75th
N/A$60,330
90th
N/A$74,190

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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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