Takeover Tracker

23%low risk
Helpers--Roofers
vs

40 shared · 26 different

core competencies

37%medium risk
Dishwashers

Side-by-Side Comparison

MetricHelpers--RoofersDishwashers
Risk Score22.8%37.4%
Risk TierLow RiskMedium Risk
Risk Percentile13th74th
Tasks at Risk (>50%)0 / 155 / 13
Median Salary$40,590$33,670
Employment5K472K

Skill Comparison

|

Sorted by largest difference

Thinking Creatively
Making Decisions and Solving Problems
Updating and Using Relevant Knowledge
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Public Safety and Security
Operating Vehicles, Mechanized Devices, or Equipment
Coordinating the Work and Activities of Others
Communicating with Persons Outside Organization
Performing Administrative Activities
Trunk Strength
CoordinationAI-Resistant
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Roofers

28%

total discount

Dishwashers

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Roofers

0 of 15 at risk
39%Sweep and clean roofs to prepare them for the application of new roofing materials.
39%Clean work areas and equipment.
39%Maintain tools and equipment.
39%Unload materials and tools from work trucks, and unroll roofing as directed.
39%Hoist tar and roofing materials to roofs, using ropes and pulleys, or carry materials up ladders.

Dishwashers

5 of 13 at risk
59%Sweep or scrub floors.
59%Transfer supplies or equipment between storage and work areas, by hand or using hand trucks.
53%Load or unload trucks that deliver or pick up food or supplies.
51%Clean or prepare various foods for cooking or serving.
51%Receive and store supplies.

Wage Comparison

Dishwashers earns -$6,920(-17%) vs Helpers--Roofers
Helpers--RoofersDishwashers
10th
$27,780$23,960
25th
$34,800$28,740
Median
$40,590$33,670
75th
$47,570$36,750
90th
$55,310$41,600

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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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