Takeover Tracker

Side-by-Side Comparison

MetricFirst-Line Supervisors of Food Preparation and Serving WorkersFirst-Line Supervisors of Personal Service Workers
Risk Score38.3%30.0%
Risk TierMedium RiskMedium Risk
Risk Percentile76th39th
Tasks at Risk (>50%)7 / 154 / 15
Median Salary$42,010N/A
Employment1.2MN/A

Skill Comparison

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Sorted by largest difference

Organizing, Planning, and Prioritizing Work
Controlling Machines and Processes
Performing Administrative Activities
Performing General Physical Activities
Psychology
Handling and Moving Objects
Communicating with Supervisors, Peers, or Subordinates
Thinking Creatively
Establishing and Maintaining Interpersonal Relationships
Inspecting Equipment, Structures, or Material
MathematicsAI-Vulnerable
Mathematical Reasoning

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Food Preparation and Serving Workers

31%

total discount

First-Line Supervisors of Personal Service Workers

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

First-Line Supervisors of Personal Service Workers

4 of 15 at risk
86%Assign work schedules, following work requirements, to ensure quality and timely delivery of service.
86%Requisition necessary supplies, equipment, or services.
69%Analyze and record personnel or operational data and write related activity reports.
55%Direct marketing, advertising, or other customer recruitment efforts.
47%Inspect work areas or operating equipment to ensure conformance to established standards in areas such as cleanliness or maintenance.

Wage Comparison

First-Line Supervisors of Food Preparation and Serving WorkersFirst-Line Supervisors of Personal Service Workers
10th
$29,340N/A
25th
$35,400N/A
Median
$42,010N/A
75th
$50,920N/A
90th
$63,420N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Food Preparation and Serving Workers20282035
First-Line Supervisors of Personal Service Workers20282035
20242030203520402045

First-Line Supervisors of Personal Service Workers has a longer runway before significant displacement, projected 0 years later than First-Line Supervisors of Food Preparation and Serving Workers.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to First-Line

0

Unique to First-Line

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Creativity
Decision Complexity
Social Intelligence
First-Line Supervisors of Food Preparation and Serving WorkersFirst-Line Supervisors of Personal Service Workers