medium risk
Statisticiansvs
47 shared · 19 different
core competencies
medium risk
Statistical AssistantsSide-by-Side Comparison
Statisticians leads 4–0| Metric | Statisticians | Statistical Assistants |
|---|---|---|
| Risk Score | 37.8% | 43.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 75th | 89th |
| Tasks at Risk (>50%) | 9 / 15 | 9 / 15 |
| Median Salary | $103,300 | $51,440 |
| Employment | 30K | 6K |
Skill Comparison
|
Sorted by largest difference
Thinking Creatively
MathematicsAI-Vulnerable
Provide Consultation and Advice to Others
Science
Analyzing Data or Information
Interpreting the Meaning of Information for Others
Making Decisions and Solving Problems
Customer and Personal Service
Deductive Reasoning
MathematicsAI-Vulnerable
Clerical
Inductive Reasoning
Protective Factors
Higher values indicate stronger protection against AI displacement
Statisticians
27%
total discount
Statistical Assistants
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Statisticians
9 of 15 at risk71%Process large amounts of data for statistical modeling and graphic analysis, using computers.
70%Report results of statistical analyses, including information in the form of graphs, charts, and tables.
65%Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
53%Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
52%Develop software applications or programming to use for statistical modeling and graphic analysis.
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.
Wage Comparison
Statistical Assistants earns -$51,860(-50%) vs Statisticians
StatisticiansStatistical Assistants
10th
$60,390$38,050
25th
$79,210$45,970
Median
$103,300$51,440
75th
$137,610$63,620
90th
$170,700$79,410
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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