Takeover Tracker
36%medium risk
Driver/Sales Workers
vs

34 shared · 10 different

core competencies

41%medium risk
Parking Lot Attendants

Side-by-Side Comparison

MetricDriver/Sales WorkersParking Lot Attendants
Risk Score35.7%41.2%
Risk TierMedium RiskMedium Risk
Risk Percentile68th84th
Tasks at Risk (>50%)4 / 126 / 15
Median Salary$37,130$34,600
Employment417K135K

Skill Comparison

|

Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Operating Vehicles, Mechanized Devices, or Equipment
Communicating with Persons Outside Organization
Performing for or Working Directly with the Public
Interacting With Computers
Developing and Building Teams
Performing General Physical Activities
PersuasionAI-Resistant
Handling and Moving Objects
Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Driver/Sales Workers

24%

total discount

Parking Lot Attendants

22%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Driver/Sales Workers

4 of 12 at risk
87%Record sales or delivery information on daily sales or delivery record.
86%Write customer orders and sales contracts according to company guidelines.
76%Collect money from customers, make change, and record transactions on customer receipts.
54%Arrange merchandise and sales promotion displays or issue sales promotion materials to customers.
49%Review lists of dealers, customers, or station drops and load trucks.

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 -$2,530(-7%) vs Driver/Sales Workers
Driver/Sales WorkersParking Lot Attendants
10th
$21,760$24,960
25th
$29,120$29,590
Median
$37,130$34,600
75th
$47,590$37,230
90th
$59,730$43,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Driver/Sales Workers2028–2035
Parking Lot Attendants2028–2035
20242030203520402045

Driver/Sales Workers 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%)

Driver/Sales Workers

$23,860

from $37,130

Parking Lot Attendants

$20,331

from $34,600

After adjusting for AI risk, Driver/Sales Workers offers $3,529 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Driver/Sales

0

Unique to Parking

Combined Protection Strategy

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

Creativity
Fine Manipulation
Social Intelligence
Regulatory Barriers
Driver/Sales WorkersParking Lot Attendants
Find transitions from Driver/Sales WorkersFind transitions from Parking Lot Attendants