medium risk
Clinical Data Managersvs
54 shared · 18 different
core competencies
medium risk
Statistical AssistantsSide-by-Side Comparison
Clinical Data Managers leads 4–1| Metric | Clinical Data Managers | Statistical Assistants |
|---|---|---|
| Risk Score | 41.6% | 43.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 84th | 89th |
| Tasks at Risk (>50%) | 11 / 15 | 9 / 15 |
| Median Salary | $103,300 | $51,440 |
| Employment | 30K | 6K |
Skill Comparison
|
Sorted by largest difference
Mathematical Reasoning
Evaluating Information to Determine Compliance with Standards
Judging the Qualities of Things, Services, or People
MathematicsAI-Vulnerable
Number Facility
Documenting/Recording Information
MathematicsAI-Vulnerable
Identifying Objects, Actions, and Events
Guiding, Directing, and Motivating Subordinates
Scheduling Work and Activities
MonitoringAI-Augmented
Monitor Processes, Materials, or Surroundings
Protective Factors
Higher values indicate stronger protection against AI displacement
Clinical Data Managers
29%
total discount
Statistical Assistants
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Clinical Data Managers
11 of 15 at risk87%Track the flow of work forms, including in-house data flow or electronic forms transfer.
86%Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.
85%Write work instruction manuals, data capture guidelines, or standard operating procedures.
84%Monitor work productivity or quality to ensure compliance with standard operating procedures.
67%Prepare data analysis listings and activity, performance, or progress reports.
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 Clinical Data Managers
Clinical Data ManagersStatistical 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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Clinical Data Managers: Not yetStatistical Assistants: Not yet