Takeover Tracker
31%medium risk
Sales Engineers
vs

55 shared · 20 different

core competencies

29%medium risk
Sales Agents, Financial Services

Side-by-Side Comparison

MetricSales EngineersSales Agents, Financial Services
Risk Score31.2%29.0%
Risk TierMedium RiskMedium Risk
Risk Percentile45th33th
Tasks at Risk (>50%)7 / 153 / 8
Median Salary$121,520$78,140
Employment57K472K

Skill Comparison

|

Sorted by largest difference

Computers and Electronics
Performing for or Working Directly with the Public
Economics and Accounting
Estimating the Quantifiable Characteristics of Products, Events, or Information
Judging the Qualities of Things, Services, or People
Coaching and Developing Others
NegotiationAI-Resistant
Thinking Creatively
Processing Information
Communicating with Persons Outside Organization
Originality
Interacting With Computers

Protective Factors

Higher values indicate stronger protection against AI displacement

Sales Engineers

34%

total discount

Sales Agents, Financial Services

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Sales Engineers

7 of 15 at risk
85%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.

Sales Agents, Financial Services

3 of 8 at risk
72%Prepare forms or agreements to complete sales.
55%Evaluate costs and revenue of agreements to determine continued profitability.
53%Review business trends to advise customers regarding expected fluctuations.
42%Determine customers' financial services needs and prepare proposals to sell services that address these needs.
34%Sell services or equipment, such as trusts, investments, or check processing services.

Wage Comparison

Sales Agents, Financial Services earns -$43,380(-36%) vs Sales Engineers
Sales EngineersSales Agents, Financial Services
10th
$70,580$47,080
25th
$90,690$51,600
Median
$121,520$78,140
75th
$159,200$129,480
90th
$202,670$215,210

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Sales Engineers2028–2035
Sales Agents, Financial Services2028–2035
20242030203520402045

Sales Agents, Financial Services has a longer runway before significant displacement, projected 0 years later than Sales Engineers.

Risk-Adjusted Salary

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

Sales Engineers

$83,667

from $121,520

Sales Agents, Financial Services

$55,448

from $78,140

After adjusting for AI risk, Sales Engineers offers $28,218 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Sales

0

Unique to Sales

Combined Protection Strategy

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

Creativity
Fine Manipulation
Regulatory Barriers
Social Intelligence
Sales EngineersSales Agents, Financial Services
Find transitions from Sales EngineersFind transitions from Sales Agents, Financial Services