Takeover Tracker
vs

54 shared · 12 different

core competencies

Side-by-Side Comparison

MetricConstruction LaborersRoustabouts, Oil and Gas
Risk Score17.8%24.0%
Risk TierLow RiskLow Risk
Risk Percentile4th17th
Tasks at Risk (>50%)3 / 150 / 15
Median Salary$46,730$47,510
Employment1.1M45K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Customer and Personal Service
Inspecting Equipment, Structures, or Material
Identifying Objects, Actions, and Events
Administration and Management
Education and Training
Repairing and Maintaining Mechanical Equipment
Operating Vehicles, Mechanized Devices, or Equipment
Handling and Moving Objects
Written Comprehension
Flexibility of Closure
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Construction Laborers

26%

total discount

Roustabouts, Oil and Gas

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Construction Laborers

3 of 15 at risk
71%Measure, mark, or record openings or distances to layout areas where construction work will be performed.
70%Operate or maintain air monitoring or other sampling devices in confined or hazardous environments.
68%Read plans, instructions, or specifications to determine work activities.
49%Tend pumps, compressors, or generators to provide power for tools, machinery, or equipment or to heat or move materials, such as asphalt.
47%Control traffic passing near, in, or around work zones.

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 +$780(+2%) vs Construction Laborers
Construction LaborersRoustabouts, Oil and Gas
10th
$34,200$35,650
25th
$38,100$38,330
Median
$46,730$47,510
75th
$58,910$57,170
90th
$77,530$64,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Construction Laborers20282035
Roustabouts, Oil and Gas20282035
20242030203520402045

Construction Laborers has a longer runway before significant displacement, projected 0 years later than Roustabouts, Oil and Gas.

Risk-Adjusted Salary

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

Construction Laborers

$38,412

from $46,730

Roustabouts, Oil and Gas

$36,093

from $47,510

After adjusting for AI risk, Construction Laborers offers $2,319 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Construction

0

Unique to Roustabouts,

Combined Protection Strategy

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

Creativity
Decision Complexity
Regulatory Barriers
Social Intelligence
Construction LaborersRoustabouts, Oil and Gas