Helpers--Carpenters vs Mechanical Door Repairers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Helpers--Carpenters

63 shared · 16 different

core competencies

low risk

Mechanical Door Repairers

Side-by-Side Comparison

Mechanical Door Repairers leads 5–0

Metric	Helpers--Carpenters	Mechanical Door Repairers
Risk Score	23.8%	14.7%
Risk Tier	Low Risk	Low Risk
Risk Percentile	16th	1th
Tasks at Risk (>50%)	5 / 15	4 / 15
Median Salary	$41,600	$51,050
Employment	25K	28K

Skill Comparison

Sorted by largest difference

Performing for or Working Directly with the Public

Transportation

Building and Construction

Performing General Physical Activities

Communicating with Persons Outside Organization

English Language

Controlling Machines and Processes

Production and Processing

Public Safety and Security

Handling and Moving Objects

Installation

Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Carpenters

29%

total discount

Mechanical Door Repairers

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.

Mechanical Door Repairers

4 of 15 at risk

88%Complete required paperwork, such as work orders, according to services performed or required.

88%Collect payment upon job completion.

86%Order replacement springs, sections, or slats.

51%Inspect job sites, assessing headroom, side room, or other conditions to determine appropriateness of door for a given location.

37%Lubricate door closer oil chambers and pack spindles with leather washers.

Wage Comparison

Mechanical Door Repairers earns +$9,450(+23%) vs Helpers--Carpenters

Helpers--CarpentersMechanical Door Repairers

10th

$31,540$37,160

25th

$35,870$44,720

Median

$41,600$51,050

75th

$46,780$61,350

90th

$52,380$73,160

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Carpenters2028–2035

Mechanical Door Repairers2028–2035

20242030203520402045

Mechanical Door Repairers 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

Mechanical Door Repairers

$43,535

from $51,050

After adjusting for AI risk, Mechanical Door Repairers offers $11,849 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Helpers--Carpenters

Unique to Mechanical

Combined Protection Strategy

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

Regulatory Barriers

Social Intelligence

Fine Manipulation

Creativity

Helpers--CarpentersMechanical Door Repairers

Find transitions from Helpers--Carpenters Find transitions from Mechanical Door Repairers