Takeover Tracker
41%medium risk
Parts Salespersons
vs

30 shared · 36 different

core competencies

46%medium risk
Cooks, Fast Food

Side-by-Side Comparison

MetricParts SalespersonsCooks, Fast Food
Risk Score40.8%46.3%
Risk TierMedium RiskMedium Risk
Risk Percentile83th93th
Tasks at Risk (>50%)8 / 1512 / 15
Median Salary$37,440$30,160
Employment265K668K

Skill Comparison

|

Sorted by largest difference

Interacting With Computers
Updating and Using Relevant Knowledge
Communicating with Persons Outside Organization
Selling or Influencing Others
Getting Information
Sales and Marketing
Active Listening
Making Decisions and Solving Problems
Documenting/Recording Information
PersuasionAI-Resistant
Oral Expression
Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Parts Salespersons

30%

total discount

Cooks, Fast Food

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Parts Salespersons

8 of 15 at risk
87%Read catalogs, microfiche viewers, or computer displays to determine replacement part stock numbers and prices.
87%Prepare sales slips or sales contracts.
87%Manage shipments by researching shipping methods or costs and tracking packages.
85%Receive and fill telephone orders for parts.
73%Examine returned parts for defects, and exchange defective parts or refund money.

Cooks, Fast Food

12 of 15 at risk
88%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 -$7,280(-19%) vs Parts Salespersons
Parts SalespersonsCooks, Fast Food
10th
$27,770$22,370
25th
$30,630$26,540
Median
$37,440$30,160
75th
$48,410$35,710
90th
$61,750$38,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Parts Salespersons20282035
Cooks, Fast Food20282035
20242030203520402045

Parts Salespersons has a longer runway before significant displacement, projected 0 years later than Cooks, Fast Food.

Risk-Adjusted Salary

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

Parts Salespersons

$22,157

from $37,440

Cooks, Fast Food

$16,211

from $30,160

After adjusting for AI risk, Parts Salespersons offers $5,946 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Parts

0

Unique to Cooks,

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Parts SalespersonsCooks, Fast Food