Takeover Tracker
37%medium risk
Securities and Commodities Traders
vs

29 shared · 30 different

core competencies

40%medium risk
Bill and Account Collectors

Side-by-Side Comparison

MetricSecurities and Commodities TradersBill and Account Collectors
Risk Score36.7%39.9%
Risk TierMedium RiskMedium Risk
Risk Percentile71th81th
Tasks at Risk (>50%)6 / 158 / 15
Median Salary$78,140$46,040
Employment472K165K

Skill Comparison

|

Sorted by largest difference

Sales and Marketing
Interacting With Computers
Updating and Using Relevant Knowledge
Analyzing Data or Information
Processing Information
Deductive Reasoning
Interpreting the Meaning of Information for Others
MathematicsAI-Vulnerable
Economics and Accounting
Inductive Reasoning
Evaluating Information to Determine Compliance with Standards
Judgment and Decision MakingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Securities and Commodities Traders

28%

total discount

Bill and Account Collectors

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Securities and Commodities Traders

6 of 15 at risk
86%Receive sales order tickets and inspect forms to determine accuracy of information.
66%Report all positions or trading results.
66%Review securities transactions to ensure conformance to regulations.
53%Buy, sell, or trade carbon emissions permits.
53%Buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.

Bill and Account Collectors

8 of 15 at risk
88%Receive payments and post amounts paid to customer accounts.
88%Perform various administrative functions for assigned accounts, such as recording address changes and purging the records of deceased customers.
87%Sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports.
86%Locate and monitor overdue accounts, using computers and a variety of automated systems.
85%Notify credit departments, order merchandise repossession or service disconnection, and turn over account records to attorneys when customers fail to respond to collection attempts.

Wage Comparison

Bill and Account Collectors earns -$32,100(-41%) vs Securities and Commodities Traders
Securities and Commodities TradersBill and Account Collectors
10th
$47,080$33,960
25th
$51,600$38,290
Median
$78,140$46,040
75th
$129,480$54,990
90th
$215,210$65,830

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Securities and Commodities Traders2028–2035
Bill and Account Collectors2028–2035
20242030203520402045

Securities and Commodities Traders has a longer runway before significant displacement, projected 0 years later than Bill and Account Collectors.

Risk-Adjusted Salary

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

Securities and Commodities Traders

$49,431

from $78,140

Bill and Account Collectors

$27,684

from $46,040

After adjusting for AI risk, Securities and Commodities Traders offers $21,748 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Securities

0

Unique to Bill

Combined Protection Strategy

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

Decision Complexity
Creativity
Fine Manipulation
Regulatory Barriers
Securities and Commodities TradersBill and Account Collectors
Find transitions from Securities and Commodities TradersFind transitions from Bill and Account Collectors