Takeover Tracker
vs

65 shared · 16 different

core competencies

Side-by-Side Comparison

MetricDerrick Operators, Oil and GasMetal-Refining Furnace Operators and Tenders
Risk Score34.7%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile65th90th
Tasks at Risk (>50%)7 / 157 / 15
Median Salary$62,740$55,770
Employment11K20K

Skill Comparison

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Sorted by largest difference

Production and Processing
Repairing and Maintaining Mechanical Equipment
Getting Information
Controlling Machines and Processes
Evaluating Information to Determine Compliance with Standards
Repairing
Speed of Limb Movement
Extent Flexibility
Monitor Processes, Materials, or Surroundings
Static Strength
Analyzing Data or Information
Depth Perception

Protective Factors

Higher values indicate stronger protection against AI displacement

Derrick Operators, Oil and Gas

28%

total discount

Metal-Refining Furnace Operators and Tenders

26%

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.

Metal-Refining Furnace Operators and Tenders

7 of 15 at risk
88%Record production data, and maintain production logs.
84%Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.
84%Observe operations inside furnaces, using television screens, to ensure that problems do not occur.
74%Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.
67%Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.

Wage Comparison

Metal-Refining Furnace Operators and Tenders earns -$6,970(-11%) vs Derrick Operators, Oil and Gas
Derrick Operators, Oil and GasMetal-Refining Furnace Operators and Tenders
10th
$42,930$38,760
25th
$49,440$46,550
Median
$62,740$55,770
75th
$72,820$65,070
90th
$84,620$80,280

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Derrick Operators, Oil and Gas20282035
Metal-Refining Furnace Operators and Tenders20282035
20242030203520402045

Derrick Operators, Oil and Gas has a longer runway before significant displacement, projected 0 years later than Metal-Refining Furnace Operators and Tenders.

Risk-Adjusted Salary

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

Derrick Operators, Oil and Gas

$40,975

from $62,740

Metal-Refining Furnace Operators and Tenders

$31,120

from $55,770

After adjusting for AI risk, Derrick Operators, Oil and Gas offers $9,856 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Derrick

0

Unique to Metal-Refining

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Social Intelligence
Creativity
Derrick Operators, Oil and GasMetal-Refining Furnace Operators and Tenders