Takeover Tracker
36%medium risk
Driver/Sales Workers
vs

38 shared · 15 different

core competencies

32%medium risk
Demonstrators and Product Promoters

Side-by-Side Comparison

MetricDriver/Sales WorkersDemonstrators and Product Promoters
Risk Score35.7%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile68th50th
Tasks at Risk (>50%)4 / 124 / 15
Median Salary$37,130$37,960
Employment417K65K

Skill Comparison

|

Sorted by largest difference

Selling or Influencing Others
Sales and Marketing
English Language
Food Production
Transportation
Speech Clarity
Making Decisions and Solving Problems
Interacting With Computers
Performing General Physical Activities
Speaking
PersuasionAI-Resistant
Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Driver/Sales Workers

24%

total discount

Demonstrators and Product Promoters

27%

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.

Demonstrators and Product Promoters

4 of 15 at risk
86%Record and report demonstration-related information, such as the number of questions asked by the audience or the number of coupons distributed.
72%Learn about competitors' products or consumers' interests or concerns to answer questions or provide more complete information.
67%Research or investigate products to be presented to prepare for demonstrations.
61%Practice demonstrations to ensure that they will run smoothly.
49%Prepare or alter presentation contents to target specific audiences.

Wage Comparison

Demonstrators and Product Promoters earns +$830(+2%) vs Driver/Sales Workers
Driver/Sales WorkersDemonstrators and Product Promoters
10th
$21,760$30,910
25th
$29,120$33,860
Median
$37,130$37,960
75th
$47,590$50,100
90th
$59,730$60,320

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Driver/Sales Workers2028–2035
Demonstrators and Product Promoters2028–2035
20242030203520402045

Demonstrators and Product Promoters has a longer runway before significant displacement, projected 0 years later than Driver/Sales Workers.

Risk-Adjusted Salary

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

Driver/Sales Workers

$23,860

from $37,130

Demonstrators and Product Promoters

$25,866

from $37,960

After adjusting for AI risk, Demonstrators and Product Promoters offers $2,006 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 Demonstrators

Combined Protection Strategy

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

Fine Manipulation
Creativity
Decision Complexity
Social Intelligence
Driver/Sales WorkersDemonstrators and Product Promoters
Find transitions from Driver/Sales WorkersFind transitions from Demonstrators and Product Promoters