Municipal Firefighters vs Pump Operators, Except Wellhead Pumpers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Municipal Firefighters

59 shared · 52 different

core competencies

medium risk

Pump Operators, Except Wellhead Pumpers

Side-by-Side Comparison

Municipal Firefighters leads 4–1

Metric	Municipal Firefighters	Pump Operators, Except Wellhead Pumpers
Risk Score	17.7%	43.5%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	3th	89th
Tasks at Risk (>50%)	0 / 15	6 / 14
Median Salary	$59,530	$60,020
Employment	332K	13K

Skill Comparison

Sorted by largest difference

Customer and Personal Service

Assisting and Caring for Others

Performing for or Working Directly with the Public

Building and Construction

Updating and Using Relevant Knowledge

Public Safety and Security

Operating Vehicles, Mechanized Devices, or Equipment

Communicating with Persons Outside Organization

Education and Training

Production and Processing

Static Strength

Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Municipal Firefighters

37%

total discount

Pump Operators, Except Wellhead Pumpers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Municipal Firefighters

0 of 15 at risk

39%Assess fires and situations and report conditions to superiors to receive instructions, using two-way radios.

39%Inspect fire sites after flames have been extinguished to ensure that there is no further danger.

33%Dress with equipment such as fire-resistant clothing and breathing apparatus.

31%Move toward the source of a fire, using knowledge of types of fires, construction design, building materials, and physical layout of properties.

17%Drive and operate fire fighting vehicles and equipment.

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 +$490(+1%) vs Municipal Firefighters

Municipal FirefightersPump Operators, Except Wellhead Pumpers

10th

$34,490$37,850

25th

$44,180$47,270

Median

$59,530$60,020

75th

$77,410$75,160

90th

$101,330$89,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Municipal Firefighters2028–2035

Pump Operators, Except Wellhead Pumpers2028–2035

20242030203520402045

Municipal Firefighters 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%)

Municipal Firefighters

$48,993

from $59,530

Pump Operators, Except Wellhead Pumpers

$33,893

from $60,020

After adjusting for AI risk, Municipal Firefighters offers $15,100 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Municipal

Unique to Pump

Combined Protection Strategy

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

Social Intelligence

Regulatory Barriers

Creativity

Fine Manipulation

Municipal FirefightersPump Operators, Except Wellhead Pumpers

Find transitions from Municipal Firefighters Find transitions from Pump Operators, Except Wellhead Pumpers