Takeover Tracker

Side-by-Side Comparison

MetricFirst-Line Supervisors of Helpers, Laborers, and Material Movers, HandFirst-Line Supervisors of Food Preparation and Serving Workers
Risk Score34.1%38.3%
Risk TierMedium RiskMedium Risk
Risk Percentile62th76th
Tasks at Risk (>50%)7 / 157 / 15
Median SalaryN/A$42,010
EmploymentN/A1.2M

Skill Comparison

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Sorted by largest difference

Transportation
Operating Vehicles, Mechanized Devices, or Equipment
Coordinating the Work and Activities of Others
Communicating with Supervisors, Peers, or Subordinates
Resolving Conflicts and Negotiating with Others
Organizing, Planning, and Prioritizing Work
Selling or Influencing Others
Service OrientationAI-Resistant
Administration and Management
Assisting and Caring for Others
Coaching and Developing Others
Handling and Moving Objects

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 Food Preparation and Serving Workers

31%

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 Food Preparation and Serving Workers

7 of 15 at risk
86%Control inventories of food, equipment, smallware, and liquor, and report shortages to designated personnel.
86%Record production, operational, and personnel data on specified forms.
84%Present bills and accept payments.
84%Assign duties, responsibilities, and work stations to employees in accordance with work requirements.
78%Compile and balance cash receipts at the end of the day or shift.

Wage Comparison

First-Line Supervisors of Helpers, Laborers, and Material Movers, HandFirst-Line Supervisors of Food Preparation and Serving Workers
10th
N/A$29,340
25th
N/A$35,400
Median
N/A$42,010
75th
N/A$50,920
90th
N/A$63,420

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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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First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand: Not yetFirst-Line Supervisors of Food Preparation and Serving Workers: Not yet