Takeover Tracker

Side-by-Side Comparison

MetricDerrick Operators, Oil and GasMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score34.7%33.3%
Risk TierMedium RiskMedium Risk
Risk Percentile65th58th
Tasks at Risk (>50%)7 / 158 / 15
Median Salary$62,740$41,230
Employment11K155K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Performing General Physical Activities
Production and Processing
Extent Flexibility
Depth Perception
Operating Vehicles, Mechanized Devices, or Equipment
Gross Body Equilibrium
Response Orientation
CoordinationAI-Resistant
Multilimb Coordination
Management of Personnel Resources
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Derrick Operators, Oil and Gas

28%

total discount

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Derrick Operators, Oil and Gas

7 of 15 at risk
84%Control the viscosity and weight of the drilling fluid.
84%Prepare mud reports, and instruct crews about the handling of any chemical additives.
67%Start pumps that circulate mud through drill pipes and boreholes to cool drill bits and flush out drill cuttings.
65%Listen to mud pumps and check regularly for vibration and other problems to ensure that rig pumps and drilling mud systems are working properly.
65%Guide lengths of pipe into and out of elevators.

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

8 of 15 at risk
86%Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times.
71%Read specifications, blueprints, and work orders to determine setups, temperatures, and time settings required to mold, form, or cast plastic materials, as well as to plan production sequences.
65%Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments.
63%Observe continuous operation of automatic machines to ensure that products meet specifications and to detect jams or malfunctions, making adjustments as necessary.
61%Turn valves and dials of machines to regulate pressure, temperature, and speed and feed rates, and to set cycle times.

Wage Comparison

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic earns -$21,510(-34%) vs Derrick Operators, Oil and Gas
Derrick Operators, Oil and GasMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$42,930$31,990
25th
$49,440$36,290
Median
$62,740$41,230
75th
$72,820$49,100
90th
$84,620$60,110

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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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Derrick Operators, Oil and Gas: Not yetMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic: Not yet