Takeover Tracker
vs

69 shared · 10 different

core competencies

Side-by-Side Comparison

MetricPump Operators, Except Wellhead PumpersCutting and Slicing Machine Setters, Operators, and Tenders
Risk Score43.5%40.0%
Risk TierMedium RiskMedium Risk
Risk Percentile89th81th
Tasks at Risk (>50%)6 / 149 / 15
Median Salary$60,020$45,700
Employment13K48K

Skill Comparison

|

Sorted by largest difference

Public Safety and Security
Mechanical
Computers and Electronics
Evaluating Information to Determine Compliance with Standards
Scheduling Work and Activities
English Language
Finger Dexterity
Processing Information
Handling and Moving Objects
Quality Control Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

Pump Operators, Except Wellhead Pumpers

28%

total discount

Cutting and Slicing Machine Setters, Operators, and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Cutting and Slicing Machine Setters, Operators, and Tenders

9 of 15 at risk
86%Maintain production records, such as quantities, types, and dimensions of materials produced.
84%Monitor operation of cutting or slicing machines to detect malfunctions or to determine whether supplies need replenishment.
77%Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales.
60%Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.
53%Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material.

Wage Comparison

Cutting and Slicing Machine Setters, Operators, and Tenders earns -$14,320(-24%) vs Pump Operators, Except Wellhead Pumpers
Pump Operators, Except Wellhead PumpersCutting and Slicing Machine Setters, Operators, and Tenders
10th
$37,850$34,890
25th
$47,270$38,540
Median
$60,020$45,700
75th
$75,160$52,000
90th
$89,660$60,430

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pump Operators, Except Wellhead Pumpers20282035
Cutting and Slicing Machine Setters, Operators, and Tenders20282035
20242030203520402045

Cutting and Slicing Machine Setters, Operators, and Tenders has a longer runway before significant displacement, projected 0 years later than Pump Operators, Except Wellhead Pumpers.

Risk-Adjusted Salary

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

Pump Operators, Except Wellhead Pumpers

$33,893

from $60,020

Cutting and Slicing Machine Setters, Operators, and Tenders

$27,397

from $45,700

After adjusting for AI risk, Pump Operators, Except Wellhead Pumpers offers $6,496 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pump

0

Unique to Cutting

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Social Intelligence
Pump Operators, Except Wellhead PumpersCutting and Slicing Machine Setters, Operators, and Tenders