Takeover Tracker
36%medium risk
Rock Splitters, Quarry
vs

33 shared · 3 different

core competencies

40%medium risk
Helpers--Production Workers

Side-by-Side Comparison

MetricRock Splitters, QuarryHelpers--Production Workers
Risk Score36.4%39.5%
Risk TierMedium RiskMedium Risk
Risk Percentile70th79th
Tasks at Risk (>50%)2 / 911 / 15
Median Salary$47,460$38,220
Employment3K167K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Dynamic Strength
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Rock Splitters, Quarry

23%

total discount

Helpers--Production Workers

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Rock Splitters, Quarry

2 of 9 at risk
77%Mark dimensions or outlines on stone prior to cutting, using rules and chalk lines.
51%Cut slabs of stone into sheets that will be used for floors or counters.
49%Locate grain line patterns to determine how rocks will split when cut.
45%Drill holes along outlines, using jackhammers.
45%Drill holes into sides of stones broken from masses, insert dogs or attach slings, and direct removal of stones.

Helpers--Production Workers

11 of 15 at risk
86%Count finished products to determine if product orders are complete.
86%Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.
86%Mark or tag identification on parts.
86%Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
67%Examine products to verify conformance to quality standards.

Wage Comparison

Helpers--Production Workers earns -$9,240(-19%) vs Rock Splitters, Quarry
Rock Splitters, QuarryHelpers--Production Workers
10th
$37,240$30,060
25th
$39,990$34,390
Median
$47,460$38,220
75th
$58,290$44,980
90th
$68,380$52,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Rock Splitters, Quarry2028–2035
Helpers--Production Workers2028–2035
20242030203520402045

Rock Splitters, Quarry has a longer runway before significant displacement, projected 0 years later than Helpers--Production Workers.

Risk-Adjusted Salary

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

Rock Splitters, Quarry

$30,189

from $47,460

Helpers--Production Workers

$23,119

from $38,220

After adjusting for AI risk, Rock Splitters, Quarry offers $7,070 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Rock

0

Unique to Helpers--Production

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Social Intelligence
Fine Manipulation
Rock Splitters, QuarryHelpers--Production Workers
Find transitions from Rock Splitters, QuarryFind transitions from Helpers--Production Workers