First-Line Supervisors of Mechanics, Installers, and Repairers vs General and Operations Managers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

First-Line Supervisors of Mechanics, Installers, and Repairers

83 shared · 22 different

core competencies

medium risk

General and Operations Managers

Side-by-Side Comparison

General and Operations Managers leads 5–0

Metric	First-Line Supervisors of Mechanics, Installers, and Repairers	General and Operations Managers
Risk Score	29.0%	28.0%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	33th	29th
Tasks at Risk (>50%)	6 / 15	5 / 15
Median Salary	$78,300	$102,950
Employment	601K	3.6M

Skill Comparison

Sorted by largest difference

Mechanical

Repairing and Maintaining Mechanical Equipment

Engineering and Technology

Inspecting Equipment, Structures, or Material

Sales and Marketing

Quality Control Analysis

Design

Handling and Moving Objects

Auditory Attention

Operating Vehicles, Mechanized Devices, or Equipment

Public Safety and Security

Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Mechanics, Installers, and Repairers

33%

total discount

General and Operations Managers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Mechanics, Installers, and Repairers

6 of 15 at risk

86%Requisition materials and supplies, such as tools, equipment, or replacement parts.

86%Compute estimates and actual costs of factors such as materials, labor, or outside contractors.

86%Participate in budget preparation and administration, coordinating purchasing and documentation and monitoring departmental expenditures.

84%Monitor tool and part inventories and the condition and maintenance of shops to ensure adequate working conditions.

64%Determine schedules, sequences, and assignments for work activities, based on work priority, quantity of equipment, and skill of personnel.

General and Operations Managers

5 of 15 at risk

86%Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations.

85%Prepare staff work schedules and assign specific duties.

71%Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.

53%Develop or implement product-marketing strategies, including advertising campaigns or sales promotions.

51%Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.

Wage Comparison

General and Operations Managers earns +$24,650(+31%) vs First-Line Supervisors of Mechanics, Installers, and Repairers

First-Line Supervisors of Mechanics, Installers, and RepairersGeneral and Operations Managers

10th

$48,460$47,420

25th

$61,240$67,160

Median

$78,300$102,950

75th

$99,630$164,130

90th

$124,280$239,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Mechanics, Installers, and Repairers2028–2035

General and Operations Managers2028–2035

20242030203520402045

General and Operations Managers has a longer runway before significant displacement, projected 0 years later than First-Line Supervisors of Mechanics, Installers, and Repairers.

Risk-Adjusted Salary

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

First-Line Supervisors of Mechanics, Installers, and Repairers

$55,577

from $78,300

General and Operations Managers

$74,155

from $102,950

After adjusting for AI risk, General and Operations Managers offers $18,578 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to First-Line

Unique to General

Combined Protection Strategy

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

Fine Manipulation

Social Intelligence

Decision Complexity

Creativity

First-Line Supervisors of Mechanics, Installers, and RepairersGeneral and Operations Managers

Find transitions from First-Line Supervisors of Mechanics, Installers, and Repairers Find transitions from General and Operations Managers