Pump Operators, Except Wellhead Pumpers vs Grinding and Polishing Workers, Hand AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Pump Operators, Except Wellhead Pumpers

57 shared · 12 different

core competencies

medium risk

Grinding and Polishing Workers, Hand

Side-by-Side Comparison

Grinding and Polishing Workers, Hand leads 3–1

Metric	Pump Operators, Except Wellhead Pumpers	Grinding and Polishing Workers, Hand
Risk Score	43.5%	37.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	89th	75th
Tasks at Risk (>50%)	6 / 14	6 / 15
Median Salary	$60,020	$41,690
Employment	13K	12K

Skill Comparison

Sorted by largest difference

Computers and Electronics

Mechanical

Public Safety and Security

Evaluating Information to Determine Compliance with Standards

Perceptual Speed

Analyzing Data or Information

Documenting/Recording Information

Arm-Hand Steadiness

Processing Information

Finger Dexterity

Auditory Attention

Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Pump Operators, Except Wellhead Pumpers

28%

total discount

Grinding and Polishing Workers, Hand

25%

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.

Grinding and Polishing Workers, Hand

6 of 15 at risk

89%Record product and processing data on specified forms.

85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.

81%Mark defects, such as knotholes, cracks, and splits, for repair.

77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.

77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns -$18,330(-31%) vs Pump Operators, Except Wellhead Pumpers

Pump Operators, Except Wellhead PumpersGrinding and Polishing Workers, Hand

10th

$37,850$32,120

25th

$47,270$36,660

Median

$60,020$41,690

75th

$75,160$48,410

90th

$89,660$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pump Operators, Except Wellhead Pumpers2028–2035

Grinding and Polishing Workers, Hand2028–2035

20242030203520402045

Grinding and Polishing Workers, Hand 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

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Pump Operators, Except Wellhead Pumpers offers $7,979 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Pump

Unique to Grinding

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Decision Complexity

Social Intelligence

Pump Operators, Except Wellhead PumpersGrinding and Polishing Workers, Hand

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