Helpers--Carpenters vs Pipe Fitters and Steamfitters AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Helpers--Carpenters

64 shared · 10 different

core competencies

low risk

Pipe Fitters and Steamfitters

Side-by-Side Comparison

Pipe Fitters and Steamfitters leads 5–0

Metric	Helpers--Carpenters	Pipe Fitters and Steamfitters
Risk Score	23.8%	17.8%
Risk Tier	Low Risk	Low Risk
Risk Percentile	16th	3th
Tasks at Risk (>50%)	5 / 15	3 / 15
Median Salary	$41,600	$62,970
Employment	25K	456K

Skill Comparison

Sorted by largest difference

Transportation

Monitor Processes, Materials, or Surroundings

English Language

Customer and Personal Service

Establishing and Maintaining Interpersonal Relationships

Design

Inspecting Equipment, Structures, or Material

Written Comprehension

Control Precision

Building and Construction

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Carpenters

29%

total discount

Pipe Fitters and Steamfitters

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Carpenters

5 of 15 at risk

63%Hold plumb bobs, sighting rods, or other equipment to aid in establishing reference points and lines.

57%Cut timbers, lumber, or paneling to specified dimensions.

57%Smooth or sand surfaces to remove ridges, tool marks, glue, or caulking.

53%Glue and clamp edges or joints of assembled parts.

51%Perform tie spacing layout and measure, mark, drill or cut.

Pipe Fitters and Steamfitters

3 of 15 at risk

86%Select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications.

55%Lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints.

51%Plan pipe system layout, installation, or repair, according to specifications.

43%Inspect work sites for obstructions or holes that could cause structural weakness.

39%Inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods.

Wage Comparison

Pipe Fitters and Steamfitters earns +$21,370(+51%) vs Helpers--Carpenters

Helpers--CarpentersPipe Fitters and Steamfitters

10th

$31,540$40,670

25th

$35,870$48,860

Median

$41,600$62,970

75th

$46,780$81,900

90th

$52,380$105,150

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Carpenters2028–2035

Pipe Fitters and Steamfitters2028–2035

20242030203520402045

Pipe Fitters and Steamfitters has a longer runway before significant displacement, projected 0 years later than Helpers--Carpenters.

Risk-Adjusted Salary

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

Helpers--Carpenters

$31,687

from $41,600

Pipe Fitters and Steamfitters

$51,774

from $62,970

After adjusting for AI risk, Pipe Fitters and Steamfitters offers $20,087 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Helpers--Carpenters

Unique to Pipe

Combined Protection Strategy

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

Creativity

Fine Manipulation

Regulatory Barriers

Social Intelligence

Helpers--CarpentersPipe Fitters and Steamfitters

Find transitions from Helpers--Carpenters Find transitions from Pipe Fitters and Steamfitters