Takeover Tracker
45%medium risk
Semiconductor Processors
vs

59 shared · 12 different

core competencies

44%medium risk
Pump Operators, Except Wellhead Pumpers

Side-by-Side Comparison

MetricSemiconductor ProcessorsPump Operators, Except Wellhead Pumpers
Risk Score44.9%43.5%
Risk TierMedium RiskMedium Risk
Risk Percentile91th89th
Tasks at Risk (>50%)13 / 156 / 14
Median Salary$51,180$60,020
Employment32K13K

Skill Comparison

|

Sorted by largest difference

Mechanical
Processing Information
Organizing, Planning, and Prioritizing Work
Public Safety and Security
Auditory Attention
Scheduling Work and Activities
Extent Flexibility
Operating Vehicles, Mechanized Devices, or Equipment
Documenting/Recording Information
Perceptual Speed
Updating and Using Relevant Knowledge
Hearing Sensitivity

Protective Factors

Higher values indicate stronger protection against AI displacement

Semiconductor Processors

27%

total discount

Pump Operators, Except Wellhead Pumpers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Semiconductor Processors

13 of 15 at risk
88%Calculate etching time based on thickness of material to be removed from wafers or crystals.
86%Maintain processing, production, and inspection information and reports.
86%Study work orders, instructions, formulas, and processing charts to determine specifications and sequence of operations.
84%Monitor operation and adjust controls of processing machines and equipment to produce compositions with specific electronic properties, using computer terminals.
65%Inspect materials, components, or products for surface defects and measure circuitry, using electronic test equipment, precision measuring instruments, microscope, and standard procedures.

Pump Operators, Except Wellhead Pumpers

6 of 14 at risk
88%Record operating data such as products and quantities pumped, stocks used, gauging results, and operating times.
86%Monitor gauges and flowmeters and inspect equipment to ensure that tank levels, temperatures, chemical amounts, and pressures are at specified levels, reporting abnormalities as necessary.
86%Read operating schedules or instructions or receive verbal orders to determine amounts to be pumped.
78%Communicate with other workers, using signals, radios, or telephones, to start and stop flows of materials or substances.
77%Test materials and solutions, using testing equipment.

Wage Comparison

Pump Operators, Except Wellhead Pumpers earns +$8,840(+17%) vs Semiconductor Processors
Semiconductor ProcessorsPump Operators, Except Wellhead Pumpers
10th
$35,980$37,850
25th
$45,320$47,270
Median
$51,180$60,020
75th
$74,640$75,160
90th
$87,190$89,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Semiconductor Processors2028–2035
Pump Operators, Except Wellhead Pumpers2028–2035
20242030203520402045

Pump Operators, Except Wellhead Pumpers has a longer runway before significant displacement, projected 0 years later than Semiconductor Processors.

Risk-Adjusted Salary

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

Semiconductor Processors

$28,190

from $51,180

Pump Operators, Except Wellhead Pumpers

$33,893

from $60,020

After adjusting for AI risk, Pump Operators, Except Wellhead Pumpers offers $5,703 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Semiconductor

0

Unique to Pump

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Creativity
Semiconductor ProcessorsPump Operators, Except Wellhead Pumpers
Find transitions from Semiconductor ProcessorsFind transitions from Pump Operators, Except Wellhead Pumpers