Takeover Tracker
40%medium risk
Railroad Conductors and Yardmasters
vs

30 shared · 35 different

core competencies

41%medium risk
Parking Lot Attendants

Side-by-Side Comparison

MetricRailroad Conductors and YardmastersParking Lot Attendants
Risk Score40.4%41.2%
Risk TierMedium RiskMedium Risk
Risk Percentile82th84th
Tasks at Risk (>50%)8 / 156 / 15
Median Salary$74,080$34,600
Employment43K135K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Handling and Moving Objects
Transportation
Public Safety and Security
Inspecting Equipment, Structures, or Material
MonitoringAI-Augmented
CoordinationAI-Resistant
Updating and Using Relevant Knowledge
Getting Information
Performing for or Working Directly with the Public
Time Management
Auditory Attention

Protective Factors

Higher values indicate stronger protection against AI displacement

Railroad Conductors and Yardmasters

28%

total discount

Parking Lot Attendants

22%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Railroad Conductors and Yardmasters

8 of 15 at risk
88%Keep records of the contents and destination of each train car, and make sure that cars are added or removed at proper points on routes.
88%Confirm routes and destination information for freight cars.
86%Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.
86%Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes.
86%Review schedules, switching orders, way bills, and shipping records to obtain cargo loading and unloading information and to plan work.

Parking Lot Attendants

6 of 15 at risk
87%Perform cash handling tasks, such as making change, balancing and recording cash drawer, or distributing tips.
86%Inspect vehicles to detect any damage.
73%Issue ticket stubs or place numbered tags on windshields, log tags or attach tag to customers' keys, and give customers matching tags for locating parked vehicles.
67%Direct motorists to parking areas or parking spaces, using hand signals or flashlights as necessary.
65%Patrol parking areas to prevent vehicle damage and vehicle or property thefts.

Wage Comparison

Parking Lot Attendants earns -$39,480(-53%) vs Railroad Conductors and Yardmasters
Railroad Conductors and YardmastersParking Lot Attendants
10th
$53,490$24,960
25th
$63,480$29,590
Median
$74,080$34,600
75th
$82,060$37,230
90th
$103,350$43,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Railroad Conductors and Yardmasters2028–2035
Parking Lot Attendants2028–2035
20242030203520402045

Railroad Conductors and Yardmasters has a longer runway before significant displacement, projected 0 years later than Parking Lot Attendants.

Risk-Adjusted Salary

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

Railroad Conductors and Yardmasters

$44,144

from $74,080

Parking Lot Attendants

$20,331

from $34,600

After adjusting for AI risk, Railroad Conductors and Yardmasters offers $23,813 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Railroad

0

Unique to Parking

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Regulatory Barriers
Railroad Conductors and YardmastersParking Lot Attendants
Find transitions from Railroad Conductors and YardmastersFind transitions from Parking Lot Attendants