Takeover Tracker
41%medium risk
Parking Lot Attendants
vs

42 shared · 12 different

core competencies

36%medium risk
Light Truck or Delivery Services Drivers

Side-by-Side Comparison

MetricParking Lot AttendantsLight Truck or Delivery Services Drivers
Risk Score41.2%36.5%
Risk TierMedium RiskMedium Risk
Risk Percentile84th70th
Tasks at Risk (>50%)6 / 158 / 14
Median Salary$34,600$44,140
Employment135K994K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Operating Vehicles, Mechanized Devices, or Equipment
Processing Information
Static Strength
Communicating with Persons Outside Organization
Identifying Objects, Actions, and Events
Monitor Processes, Materials, or Surroundings
Analyzing Data or Information
Transportation
Operation and Control
Getting Information
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Parking Lot Attendants

22%

total discount

Light Truck or Delivery Services Drivers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Light Truck or Delivery Services Drivers

8 of 14 at risk
88%Read maps and follow written or verbal geographic directions.
88%Maintain records, such as vehicle logs, records of cargo, or billing statements, in accordance with regulations.
88%Report any mechanical problems encountered with vehicles.
88%Report delays, accidents, or other traffic and transportation situations to bases or other vehicles, using telephones or mobile two-way radios.
84%Verify the contents of inventory loads against shipping papers.

Wage Comparison

Light Truck or Delivery Services Drivers earns +$9,540(+28%) vs Parking Lot Attendants
Parking Lot AttendantsLight Truck or Delivery Services Drivers
10th
$24,960$29,580
25th
$29,590$36,670
Median
$34,600$44,140
75th
$37,230$52,460
90th
$43,840$79,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Parking Lot Attendants2028–2035
Light Truck or Delivery Services Drivers2028–2035
20242030203520402045

Light Truck or Delivery Services Drivers 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%)

Parking Lot Attendants

$20,331

from $34,600

Light Truck or Delivery Services Drivers

$28,033

from $44,140

After adjusting for AI risk, Light Truck or Delivery Services Drivers offers $7,702 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Parking

0

Unique to Light

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Decision Complexity
Social Intelligence
Parking Lot AttendantsLight Truck or Delivery Services Drivers
Find transitions from Parking Lot AttendantsFind transitions from Light Truck or Delivery Services Drivers