Securities and Commodities Traders vs Credit Analysts AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Securities and Commodities Traders

47 shared · 10 different

core competencies

medium risk

Credit Analysts

Side-by-Side Comparison

Securities and Commodities Traders leads 4–1

Metric	Securities and Commodities Traders	Credit Analysts
Risk Score	36.7%	42.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	71th	86th
Tasks at Risk (>50%)	6 / 15	7 / 11
Median Salary	$78,140	$80,970
Employment	472K	67K

Skill Comparison

Sorted by largest difference

Sales and Marketing

Computers and Electronics

Interacting With Computers

Resolving Conflicts and Negotiating with Others

Updating and Using Relevant Knowledge

MonitoringAI-Augmented

NegotiationAI-Resistant

Thinking Creatively

Monitor Processes, Materials, or Surroundings

Estimating the Quantifiable Characteristics of Products, Events, or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Securities and Commodities Traders

28%

total discount

Credit Analysts

27%

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.

Credit Analysts

7 of 11 at risk

88%Generate financial ratios, using computer programs, to evaluate customers' financial status.

86%Prepare reports that include the degree of risk involved in extending credit or lending money.

86%Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.

74%Review individual or commercial customer files to identify and select delinquent accounts for collection.

55%Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.

Wage Comparison

Credit Analysts earns +$2,830(+4%) vs Securities and Commodities Traders

Securities and Commodities TradersCredit Analysts

10th

$47,080$52,930

25th

$51,600$63,850

Median

$78,140$80,970

75th

$129,480$113,850

90th

$215,210$168,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Securities and Commodities Traders2028–2035

Credit Analysts2028–2035

20242030203520402045

Securities and Commodities Traders has a longer runway before significant displacement, projected 0 years later than Credit Analysts.

Risk-Adjusted Salary

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

Securities and Commodities Traders

$49,431

from $78,140

Credit Analysts

$46,784

from $80,970

After adjusting for AI risk, Securities and Commodities Traders offers $2,647 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Securities

Unique to Credit

Combined Protection Strategy

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

Creativity

Social Intelligence

Fine Manipulation

Decision Complexity

Securities and Commodities TradersCredit Analysts

Find transitions from Securities and Commodities Traders Find transitions from Credit Analysts