Takeover Tracker

vs

53 shared · 16 different

core competencies

Side-by-Side Comparison

MetricHelpers--CarpentersRoustabouts, Oil and Gas
Risk Score23.8%24.0%
Risk TierLow RiskLow Risk
Risk Percentile16th17th
Tasks at Risk (>50%)5 / 150 / 15
Median Salary$41,600$47,510
Employment25K45K

Skill Comparison

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Sorted by largest difference

Building and Construction
English Language
Mechanical
Customer and Personal Service
Inspecting Equipment, Structures, or Material
MathematicsAI-Vulnerable
Production and Processing
Transportation
Organizing, Planning, and Prioritizing Work
Monitor Processes, Materials, or Surroundings
Operating Vehicles, Mechanized Devices, or Equipment
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Carpenters

29%

total discount

Roustabouts, Oil and Gas

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Carpenters

5 of 15 at risk
63%Hold plumb bobs, sighting rods, or other equipment to aid in establishing reference points and lines.
57%Cut timbers, lumber, or paneling to specified dimensions.
57%Smooth or sand surfaces to remove ridges, tool marks, glue, or caulking.
53%Glue and clamp edges or joints of assembled parts.
51%Perform tie spacing layout and measure, mark, drill or cut.

Roustabouts, Oil and Gas

0 of 15 at risk
49%Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs.
49%Move pipes to and from trucks, using truck winches and motorized lifts, or by hand.
49%Dig drainage ditches around wells and storage tanks.
47%Clean trucks used in the fields.
45%Keep pipe deck and main deck areas clean and tidy.

Wage Comparison

Roustabouts, Oil and Gas earns +$5,910(+14%) vs Helpers--Carpenters
Helpers--CarpentersRoustabouts, Oil and Gas
10th
$31,540$35,650
25th
$35,870$38,330
Median
$41,600$47,510
75th
$46,780$57,170
90th
$52,380$64,010

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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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