Takeover Tracker
28%medium risk
Rotary Drill Operators, Oil and Gas
vs

60 shared · 27 different

core competencies

44%medium risk
Metal-Refining Furnace Operators and Tenders

Side-by-Side Comparison

MetricRotary Drill Operators, Oil and GasMetal-Refining Furnace Operators and Tenders
Risk Score28.4%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile31th90th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$65,010$55,770
Employment13K20K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Production and Processing
Controlling Machines and Processes
Developing and Building Teams
Operating Vehicles, Mechanized Devices, or Equipment
Personnel and Human Resources
Guiding, Directing, and Motivating Subordinates
Performing Administrative Activities
InstructingAI-Resistant
Performing General Physical Activities
Inspecting Equipment, Structures, or Material
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Rotary Drill Operators, Oil and Gas

31%

total discount

Metal-Refining Furnace Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Rotary Drill Operators, Oil and Gas

4 of 15 at risk
88%Maintain records of footage drilled, location and nature of strata penetrated, materials and tools used, services rendered, and time required.
86%Count sections of drill rod to determine depths of boreholes.
55%Observe pressure gauge and move throttles and levers to control the speed of rotary tables, and to regulate pressure of tools at bottoms of boreholes.
51%Push levers and brake pedals to control gasoline, diesel, electric, or steam draw works that lower and raise drill pipes and casings in and out of wells.
49%Connect sections of drill pipe, using hand tools and powered wrenches and tongs.

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 -$9,240(-14%) vs Rotary Drill Operators, Oil and Gas
Rotary Drill Operators, Oil and GasMetal-Refining Furnace Operators and Tenders
10th
$42,750$38,760
25th
$52,600$46,550
Median
$65,010$55,770
75th
$81,550$65,070
90th
$98,510$80,280

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Rotary Drill Operators, Oil and Gas2028–2035
Metal-Refining Furnace Operators and Tenders2028–2035
20242030203520402045

Rotary Drill 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%)

Rotary Drill Operators, Oil and Gas

$46,567

from $65,010

Metal-Refining Furnace Operators and Tenders

$31,120

from $55,770

After adjusting for AI risk, Rotary Drill Operators, Oil and Gas offers $15,447 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Rotary

0

Unique to Metal-Refining

Combined Protection Strategy

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

Social Intelligence
Creativity
Regulatory Barriers
Decision Complexity
Rotary Drill Operators, Oil and GasMetal-Refining Furnace Operators and Tenders
Find transitions from Rotary Drill Operators, Oil and GasFind transitions from Metal-Refining Furnace Operators and Tenders