medium risk
Statistical Assistantsvs
43 shared · 17 different
core competencies
medium risk
Credit AnalystsSide-by-Side Comparison
Credit Analysts leads 5–0| Metric | Statistical Assistants | Credit Analysts |
|---|---|---|
| Risk Score | 43.3% | 42.2% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 89th | 86th |
| Tasks at Risk (>50%) | 9 / 15 | 7 / 11 |
| Median Salary | $51,440 | $80,970 |
| Employment | 6K | 67K |
Skill Comparison
|
Sorted by largest difference
Computers and Electronics
Processing Information
Economics and Accounting
MathematicsAI-Vulnerable
Resolving Conflicts and Negotiating with Others
Interpreting the Meaning of Information for Others
Mathematical Reasoning
Analyzing Data or Information
Judging the Qualities of Things, Services, or People
Interacting With Computers
MathematicsAI-Vulnerable
Problem Sensitivity
Protective Factors
Higher values indicate stronger protection against AI displacement
Statistical Assistants
27%
total discount
Credit Analysts
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Statistical Assistants
9 of 15 at risk86%Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets.
85%Check source data to verify completeness and accuracy.
83%Participate in the publication of data or information.
77%Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used.
65%File data and related information and maintain and update databases.
Credit Analysts
7 of 11 at risk88%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 +$29,530(+57%) vs Statistical Assistants
Statistical AssistantsCredit Analysts
10th
$38,050$52,930
25th
$45,970$63,850
Median
$51,440$80,970
75th
$63,620$113,850
90th
$79,410$168,840
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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