medium risk
General and Operations Managersvs
80 shared · 9 different
core competencies
medium risk
Transportation ManagersSide-by-Side Comparison
| Metric | General and Operations Managers | Transportation Managers |
|---|---|---|
| Risk Score | 28.0% | 27.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 29th | 29th |
| Tasks at Risk (>50%) | 5 / 15 | 6 / 15 |
| Median Salary | $102,950 | $102,010 |
| Employment | 3.6M | 213K |
Skill Comparison
|
Sorted by largest difference
Transportation
Thinking Creatively
Public Safety and Security
Production and Processing
Communicating with Persons Outside Organization
Sales and Marketing
MathematicsAI-Vulnerable
Performing for or Working Directly with the Public
Inductive Reasoning
Protective Factors
Higher values indicate stronger protection against AI displacement
General and Operations Managers
33%
total discount
Transportation Managers
33%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
General and Operations Managers
5 of 15 at risk86%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.
Transportation Managers
6 of 15 at risk86%Monitor spending to ensure that expenses are consistent with approved budgets.
80%Implement schedule or policy changes for transportation services.
59%Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.
51%Direct activities related to dispatching, routing, or tracking transportation vehicles, such as aircraft or railroad cars.
51%Prepare management recommendations, such as proposed fee and tariff increases or schedule changes.
Wage Comparison
Transportation Managers earns -$940(-1%) vs General and Operations Managers
General and Operations ManagersTransportation Managers
10th
$47,420$61,200
25th
$67,160$78,360
Median
$102,950$102,010
75th
$164,130$136,050
90th
$239,200$180,590
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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