Takeover Tracker

vs

55 shared · 5 different

core competencies

Side-by-Side Comparison

MetricRoustabouts, Oil and GasMolding and Casting Workers
Risk Score24.0%37.0%
Risk TierLow RiskMedium Risk
Risk Percentile17th72th
Tasks at Risk (>50%)0 / 158 / 15
Median Salary$47,510$45,690
Employment45K35K

Skill Comparison

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Sorted by largest difference

Inspecting Equipment, Structures, or Material
Identifying Objects, Actions, and Events
Written Comprehension
Reading ComprehensionAI-Vulnerable
Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Roustabouts, Oil and Gas

25%

total discount

Molding and Casting Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Molding and Casting Workers

8 of 15 at risk
86%Read work orders or examine parts to determine parts or sections of products to be produced.
86%Set the proper operating temperature for each casting.
86%Select sizes and types of molds according to instructions.
61%Engrave or stamp identifying symbols, letters, or numbers on products.
57%Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

Wage Comparison

Molding and Casting Workers earns -$1,820(-4%) vs Roustabouts, Oil and Gas
Roustabouts, Oil and GasMolding and Casting Workers
10th
$35,650$34,950
25th
$38,330$38,500
Median
$47,510$45,690
75th
$57,170$51,340
90th
$64,010$61,050

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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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Roustabouts, Oil and Gas: Not yetMolding and Casting Workers: Not yet