Takeover Tracker

Side-by-Side Comparison

MetricSales Agents, Financial ServicesSales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products
Risk Score29.0%31.1%
Risk TierMedium RiskMedium Risk
Risk Percentile33th45th
Tasks at Risk (>50%)3 / 86 / 15
Median Salary$78,140$66,780
Employment472K1.3M

Skill Comparison

|

Sorted by largest difference

Analyzing Data or Information
Economics and Accounting
Interpreting the Meaning of Information for Others
Coaching and Developing Others
MathematicsAI-Vulnerable
Evaluating Information to Determine Compliance with Standards
Deductive Reasoning
Performing for or Working Directly with the Public
Sales and Marketing
Making Decisions and Solving Problems
MathematicsAI-Vulnerable
Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Sales Agents, Financial Services

32%

total discount

Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products

6 of 15 at risk
88%Forward orders to manufacturers.
69%Prepare sales contracts and order forms.
68%Estimate or quote prices, credit or contract terms, warranties, and delivery dates.
67%Perform administrative duties, such as preparing sales budgets and reports, keeping sales records, and filing expense account reports.
57%Provide customers with product samples and catalogs.

Wage Comparison

Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products earns -$11,360(-15%) vs Sales Agents, Financial Services
Sales Agents, Financial ServicesSales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products
10th
$47,080$37,860
25th
$51,600$49,040
Median
$78,140$66,780
75th
$129,480$97,570
90th
$215,210$134,470

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Sales Agents, Financial Services20282035
Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products20282035
20242030203520402045

Sales Agents, Financial Services has a longer runway before significant displacement, projected 0 years later than Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products.

Risk-Adjusted Salary

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

Sales Agents, Financial Services

$55,448

from $78,140

Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products

$46,011

from $66,780

After adjusting for AI risk, Sales Agents, Financial Services offers $9,437 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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Creativity
Sales Agents, Financial ServicesSales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products