Side-by-Side Comparison
Sales Engineers leads 5–0| Metric | Sales Engineers | Online Merchants |
|---|---|---|
| Risk Score | 31.2% | 42.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 45th | 87th |
| Tasks at Risk (>50%) | 7 / 15 | 12 / 15 |
| Median Salary | $121,520 | $81,270 |
| Employment | 57K | 1.1M |
Skill Comparison
|
Sorted by largest difference
Communicating with Persons Outside Organization
Engineering and Technology
Selling or Influencing Others
Communicating with Supervisors, Peers, or Subordinates
Resolving Conflicts and Negotiating with Others
Establishing and Maintaining Interpersonal Relationships
Provide Consultation and Advice to Others
Clerical
Estimating the Quantifiable Characteristics of Products, Events, or Information
PersuasionAI-Resistant
Oral Expression
Social PerceptivenessAI-Resistant
Protective Factors
Higher values indicate stronger protection against AI displacement
Sales Engineers
34%
total discount
Online Merchants
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Sales Engineers
7 of 15 at risk85%Create sales or service contracts for products or services.
84%Secure and renew orders and arrange delivery.
78%Arrange for demonstrations or trial installations of equipment.
55%Plan and modify product configurations to meet customer needs.
53%Recommend improved materials or machinery to customers, documenting how such changes will lower costs or increase production.
Online Merchants
12 of 15 at risk89%Calculate purchase subtotals, taxes, and shipping costs for submission to customers.
88%Receive and process payments from customers, using electronic transaction services.
87%Create, manage, or automate orders or invoices, using order management or invoicing software.
85%Order or purchase merchandise to maintain optimal inventory levels.
70%Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.
Wage Comparison
Online Merchants earns -$40,250(-33%) vs Sales Engineers
Sales EngineersOnline Merchants
10th
$70,580$46,230
25th
$90,690$60,820
Median
$121,520$81,270
75th
$159,200$110,030
90th
$202,670$147,830
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Sales Engineers2028–2035
Online Merchants2028–2035
20242030203520402045
Sales Engineers has a longer runway before significant displacement, projected 0 years later than Online Merchants.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Sales Engineers
$83,667
from $121,520
Online Merchants
$46,421
from $81,270
After adjusting for AI risk, Sales Engineers offers $37,245 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Sales
0
Unique to Online
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Social Intelligence
Decision Complexity
Fine Manipulation
Sales EngineersOnline Merchants