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

48 shared · 35 different

core competencies

27%medium risk
Stone Cutters and Carvers, Manufacturing

Side-by-Side Comparison

MetricHelpers--Extraction WorkersStone Cutters and Carvers, Manufacturing
Risk Score27.9%27.1%
Risk TierMedium RiskMedium Risk
Risk Percentile29th26th
Tasks at Risk (>50%)3 / 147 / 15
Median Salary$48,400$45,690
Employment7K35K

Skill Comparison

|

Sorted by largest difference

Monitoring and Controlling Resources
Repairing and Maintaining Mechanical Equipment
Operating Vehicles, Mechanized Devices, or Equipment
Developing Objectives and Strategies
Documenting/Recording Information
Mechanical
Interpreting the Meaning of Information for Others
Reaction Time
Response Orientation
Rate Control
Evaluating Information to Determine Compliance with Standards
Assisting and Caring for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Extraction Workers

30%

total discount

Stone Cutters and Carvers, Manufacturing

30%

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.

Stone Cutters and Carvers, Manufacturing

7 of 15 at risk
84%Select chisels, pneumatic or surfacing tools, or sandblasting nozzles and determine sequence of use.
76%Verify depths and dimensions of cuts or carvings to ensure adherence to specifications, blueprints, or models, using measuring instruments.
63%Drill holes and cut or carve moldings and grooves in stone, according to diagrams and patterns.
59%Guide nozzles over stone, following stencil outlines, or chip along marks to create designs or to work surfaces down to specified finishes.
59%Dress stone surfaces, using bushhammers.

Wage Comparison

Stone Cutters and Carvers, Manufacturing earns -$2,710(-6%) vs Helpers--Extraction Workers
Helpers--Extraction WorkersStone Cutters and Carvers, Manufacturing
10th
$35,770$34,950
25th
$39,980$38,500
Median
$48,400$45,690
75th
$57,560$51,340
90th
$68,240$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Extraction Workers2028–2035
Stone Cutters and Carvers, Manufacturing2028–2035
20242030203520402045

Stone Cutters and Carvers, Manufacturing has a longer runway before significant displacement, projected 0 years later than Helpers--Extraction Workers.

Risk-Adjusted Salary

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

Helpers--Extraction Workers

$34,872

from $48,400

Stone Cutters and Carvers, Manufacturing

$33,299

from $45,690

After adjusting for AI risk, Helpers--Extraction Workers offers $1,573 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 Stone

Combined Protection Strategy

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

Creativity
Social Intelligence
Fine Manipulation
Regulatory Barriers
Helpers--Extraction WorkersStone Cutters and Carvers, Manufacturing
Find transitions from Helpers--Extraction WorkersFind transitions from Stone Cutters and Carvers, Manufacturing