Takeover Tracker
42%medium risk
Clinical Data Managers
vs

54 shared · 18 different

core competencies

43%medium risk
Statistical Assistants

Side-by-Side Comparison

MetricClinical Data ManagersStatistical Assistants
Risk Score41.6%43.3%
Risk TierMedium RiskMedium Risk
Risk Percentile84th89th
Tasks at Risk (>50%)11 / 159 / 15
Median Salary$103,300$51,440
Employment30K6K

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 risk
87%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 risk
86%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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Clinical Data Managers2028–2035
Statistical Assistants2028–2035
20242030203520402045

Clinical Data Managers has a longer runway before significant displacement, projected 0 years later than Statistical Assistants.

Risk-Adjusted Salary

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

Clinical Data Managers

$60,338

from $103,300

Statistical Assistants

$29,146

from $51,440

After adjusting for AI risk, Clinical Data Managers offers $31,192 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Clinical

0

Unique to Statistical

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Social Intelligence
Clinical Data ManagersStatistical Assistants
Find transitions from Clinical Data ManagersFind transitions from Statistical Assistants