Takeover Tracker
vs

23 shared · 50 different

core competencies

Side-by-Side Comparison

MetricAir Traffic ControllersCargo and Freight Agents
Risk Score37.2%48.4%
Risk TierMedium RiskMedium Risk
Risk Percentile73th96th
Tasks at Risk (>50%)8 / 159 / 15
Median Salary$144,580$49,900
Employment22K98K

Skill Comparison

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Sorted by largest difference

Time Sharing
Identifying Objects, Actions, and Events
Training and Teaching Others
Selective Attention
Flexibility of Closure
Monitor Processes, Materials, or Surroundings
Far Vision
Perceptual Speed
Problem Sensitivity
Visualization
Making Decisions and Solving Problems
Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Air Traffic Controllers

33%

total discount

Cargo and Freight Agents

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Air Traffic Controllers

8 of 15 at risk
86%Contact pilots by radio to provide meteorological, navigational, or other information.
80%Alert airport emergency services in cases of emergency or when aircraft are experiencing difficulties.
80%Maintain radio or telephone contact with adjacent control towers, terminal control units, or other area control centers to coordinate aircraft movement.
78%Transfer control of departing flights to traffic control centers and accept control of arriving flights.
76%Inform pilots about nearby planes or potentially hazardous conditions, such as weather, speed and direction of wind, or visibility problems.

Cargo and Freight Agents

9 of 15 at risk
88%Keep records of all goods shipped, received, and stored.
88%Track delivery progress of shipments.
87%Prepare manifests showing numbers of airplane passengers and baggage, mail, and freight weights, transmitting data to destinations.
87%Notify consignees, passengers, or customers of freight or baggage arrival and arrange for delivery.
86%Estimate freight or postal rates and record shipment costs and weights.

Wage Comparison

Cargo and Freight Agents earns -$94,680(-65%) vs Air Traffic Controllers
Air Traffic ControllersCargo and Freight Agents
10th
$76,090$37,240
25th
$101,150$43,490
Median
$144,580$49,900
75th
$186,510$62,230
90th
$210,410$76,350

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Air Traffic Controllers20282035
Cargo and Freight Agents20282035
20242030203520402045

Air Traffic Controllers has a longer runway before significant displacement, projected 0 years later than Cargo and Freight Agents.

Risk-Adjusted Salary

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

Air Traffic Controllers

$90,767

from $144,580

Cargo and Freight Agents

$25,768

from $49,900

After adjusting for AI risk, Air Traffic Controllers offers $64,999 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Air

0

Unique to Cargo

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Social Intelligence
Air Traffic ControllersCargo and Freight Agents