Maintenance Workers, Machinery vs Wellhead Pumpers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Maintenance Workers, Machinery

52 shared · 9 different

core competencies

medium risk

Wellhead Pumpers

Side-by-Side Comparison

Maintenance Workers, Machinery leads 3–2

Metric	Maintenance Workers, Machinery	Wellhead Pumpers
Risk Score	29.7%	42.4%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	37th	86th
Tasks at Risk (>50%)	10 / 15	7 / 15
Median Salary	$60,500	$70,010
Employment	57K	17K

Skill Comparison

Sorted by largest difference

Documenting/Recording Information

Repairing and Maintaining Mechanical Equipment

Operating Vehicles, Mechanized Devices, or Equipment

Arm-Hand Steadiness

Controlling Machines and Processes

Thinking Creatively

Mechanical

Processing Information

Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Maintenance Workers, Machinery

27%

total discount

Wellhead Pumpers

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Maintenance Workers, Machinery

10 of 15 at risk

88%Inventory and requisition machine parts, equipment, and other supplies so that stock can be maintained and replenished.

86%Read work orders and specifications to determine machines and equipment requiring repair or maintenance.

86%Record production, repair, and machine maintenance information.

61%Transport machine parts, tools, equipment, and other material between work areas and storage, using cranes, hoists, or dollies.

57%Set up and operate machines, and adjust controls to regulate operations.

Wellhead Pumpers

7 of 15 at risk

87%Monitor control panels during pumping operations to ensure that materials are being pumped at the correct pressure, density, rate, and concentration.

86%Gauge oil and gas production.

63%Control pumping and blending equipment to acidize, cement, or fracture gas or oil wells and permeable rock formations.

61%Monitor pumps and flow lines for gas and fluid leaks.

61%Operate engines and pumps to shut off wells according to production schedules, and to switch flow of oil into storage tanks.

Wage Comparison

Wellhead Pumpers earns +$9,510(+16%) vs Maintenance Workers, Machinery

Maintenance Workers, MachineryWellhead Pumpers

10th

$40,080$39,110

25th

$48,600$54,450

Median

$60,500$70,010

75th

$72,260$80,720

90th

$83,560$97,470

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Maintenance Workers, Machinery2028–2035

Wellhead Pumpers2028–2035

20242030203520402045

Maintenance Workers, Machinery has a longer runway before significant displacement, projected 0 years later than Wellhead Pumpers.

Risk-Adjusted Salary

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

Maintenance Workers, Machinery

$42,562

from $60,500

Wellhead Pumpers

$40,326

from $70,010

After adjusting for AI risk, Maintenance Workers, Machinery offers $2,236 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Maintenance

Unique to Wellhead

Combined Protection Strategy

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

Creativity

Fine Manipulation

Decision Complexity

Social Intelligence

Maintenance Workers, MachineryWellhead Pumpers

Find transitions from Maintenance Workers, Machinery Find transitions from Wellhead Pumpers