Takeover Tracker
28%medium risk
Helpers--Extraction Workers
vs

17 shared · 62 different

core competencies

37%medium risk
Dishwashers

Side-by-Side Comparison

MetricHelpers--Extraction WorkersDishwashers
Risk Score27.9%37.4%
Risk TierMedium RiskMedium Risk
Risk Percentile29th74th
Tasks at Risk (>50%)3 / 145 / 13
Median Salary$48,400$33,670
Employment7K472K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Controlling Machines and Processes
Repairing and Maintaining Mechanical Equipment
Mechanical
Handling and Moving Objects
Evaluating Information to Determine Compliance with Standards
Inspecting Equipment, Structures, or Material
Making Decisions and Solving Problems
Analyzing Data or Information
Monitoring and Controlling Resources
Performing General Physical Activities
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Extraction Workers

30%

total discount

Dishwashers

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Extraction Workers

3 of 14 at risk
77%Observe and monitor equipment operation during the extraction process to detect any problems.
69%Collect and examine geological matter, using hand tools and testing devices.
53%Drive moving equipment to transport materials and parts to excavation sites.
49%Dig trenches.
45%Signal workers to start geological material extraction or boring.

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 -$14,730(-30%) vs Helpers--Extraction Workers
Helpers--Extraction WorkersDishwashers
10th
$35,770$23,960
25th
$39,980$28,740
Median
$48,400$33,670
75th
$57,560$36,750
90th
$68,240$41,600

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Extraction Workers2028–2035
Dishwashers2028–2035
20242030203520402045

Helpers--Extraction Workers has a longer runway before significant displacement, projected 0 years later than Dishwashers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Helpers--Extraction Workers

$34,872

from $48,400

Dishwashers

$21,077

from $33,670

After adjusting for AI risk, Helpers--Extraction Workers offers $13,795 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Helpers--Extraction

0

Unique to Dishwashers

Combined Protection Strategy

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

Decision Complexity
Creativity
Fine Manipulation
Social Intelligence
Helpers--Extraction WorkersDishwashers
Find transitions from Helpers--Extraction WorkersFind transitions from Dishwashers