medium risk
Driver/Sales Workersvs
38 shared · 12 different
core competencies
medium risk
Cooks, Fast FoodSide-by-Side Comparison
Driver/Sales Workers leads 5–0| Metric | Driver/Sales Workers | Cooks, Fast Food |
|---|---|---|
| Risk Score | 35.7% | 46.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 68th | 93th |
| Tasks at Risk (>50%) | 4 / 12 | 12 / 15 |
| Median Salary | $37,130 | $30,160 |
| Employment | 417K | 668K |
Skill Comparison
|
Sorted by largest difference
Training and Teaching Others
Identifying Objects, Actions, and Events
Critical ThinkingAI-Augmented
Resolving Conflicts and Negotiating with Others
Service OrientationAI-Resistant
PersuasionAI-Resistant
Interacting With Computers
Performing General Physical Activities
Evaluating Information to Determine Compliance with Standards
Oral Expression
Communicating with Persons Outside Organization
Establishing and Maintaining Interpersonal Relationships
Protective Factors
Higher values indicate stronger protection against AI displacement
Driver/Sales Workers
24%
total discount
Cooks, Fast Food
23%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Driver/Sales Workers
4 of 12 at risk87%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.
Cooks, Fast Food
12 of 15 at risk88%Take food and drink orders and receive payment from customers.
76%Verify that prepared food meets requirements for quality and quantity.
75%Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.
61%Prepare and serve beverages, such as coffee or fountain drinks.
59%Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.
Wage Comparison
Cooks, Fast Food earns -$6,970(-19%) vs Driver/Sales Workers
Driver/Sales WorkersCooks, Fast Food
10th
$21,760$22,370
25th
$29,120$26,540
Median
$37,130$30,160
75th
$47,590$35,710
90th
$59,730$38,980
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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