Takeover Tracker
53%high risk
Dispatchers, Except Police, Fire, and Ambulance
vs

63 shared · 14 different

core competencies

49%medium risk
Freight Forwarders

Side-by-Side Comparison

MetricDispatchers, Except Police, Fire, and AmbulanceFreight Forwarders
Risk Score52.5%49.0%
Risk TierHigh RiskMedium Risk
Risk Percentile98th96th
Tasks at Risk (>50%)12 / 1314 / 15
Median Salary$48,880$49,900
Employment211K98K

Skill Comparison

|

Sorted by largest difference

Scheduling Work and Activities
Inspecting Equipment, Structures, or Material
Coordinating the Work and Activities of Others
Training and Teaching Others
Monitoring and Controlling Resources
Mathematical Reasoning
Speech Clarity
Active Listening
Organizing, Planning, and Prioritizing Work
Performing for or Working Directly with the Public
Guiding, Directing, and Motivating Subordinates
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Dispatchers, Except Police, Fire, and Ambulance

29%

total discount

Freight Forwarders

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Dispatchers, Except Police, Fire, and Ambulance

12 of 13 at risk
88%Record and maintain files or records of customer requests, work or services performed, charges, expenses, inventory, or other dispatch information.
87%Receive or prepare work orders.
86%Monitor personnel or equipment locations and utilization to coordinate service and schedules.
85%Relay work orders, messages, or information to or from work crews, supervisors, or field inspectors, using telephones or two-way radios.
85%Determine types or amounts of equipment, vehicles, materials, or personnel required, according to work orders or specifications.

Freight Forwarders

14 of 15 at risk
89%Provide shipment status notification to exporters, consignees, or insurers.
88%Calculate weight, volume, or cost of goods to be moved.
87%Prepare invoices or cost quotations for freight transportation.
85%Arrange for transport, using a variety of modes, such as rail, short sea shipping, air, or roadways, to minimize carbon emissions or other environmental impacts.
84%Review the environmental records of freight carriers to inform shipping decisions.

Wage Comparison

Freight Forwarders earns +$1,020(+2%) vs Dispatchers, Except Police, Fire, and Ambulance
Dispatchers, Except Police, Fire, and AmbulanceFreight Forwarders
10th
$34,600$37,240
25th
$40,240$43,490
Median
$48,880$49,900
75th
$61,520$62,230
90th
$76,130$76,350

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Dispatchers, Except Police, Fire, and Ambulance2028–2035
Freight Forwarders2028–2035
20242030203520402045

Freight Forwarders has a longer runway before significant displacement, projected 0 years later than Dispatchers, Except Police, Fire, and Ambulance.

Risk-Adjusted Salary

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

Dispatchers, Except Police, Fire, and Ambulance

$23,208

from $48,880

Freight Forwarders

$25,454

from $49,900

After adjusting for AI risk, Freight Forwarders offers $2,246 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Dispatchers,

0

Unique to Freight

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Dispatchers, Except Police, Fire, and AmbulanceFreight Forwarders
Find transitions from Dispatchers, Except Police, Fire, and AmbulanceFind transitions from Freight Forwarders