Takeover Tracker
42%medium risk
Clinical Data Managers
vs

55 shared · 16 different

core competencies

43%medium risk
Social Science Research Assistants

Side-by-Side Comparison

MetricClinical Data ManagersSocial Science Research Assistants
Risk Score41.6%43.1%
Risk TierMedium RiskMedium Risk
Risk Percentile84th88th
Tasks at Risk (>50%)11 / 159 / 15
Median Salary$103,300$58,040
Employment30K33K

Skill Comparison

|

Sorted by largest difference

Evaluating Information to Determine Compliance with Standards
Clerical
Scheduling Work and Activities
Developing and Building Teams
Documenting/Recording Information
Coordinating the Work and Activities of Others
Customer and Personal Service
MonitoringAI-Augmented
Communicating with Persons Outside Organization
Interpreting the Meaning of Information for Others
Making Decisions and Solving Problems
Deductive Reasoning

Protective Factors

Higher values indicate stronger protection against AI displacement

Clinical Data Managers

29%

total discount

Social Science Research Assistants

29%

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.

Social Science Research Assistants

9 of 15 at risk
87%Perform data entry and other clerical work as required for project completion.
85%Verify the accuracy and validity of data entered in databases, correcting any errors.
85%Recruit and schedule research participants.
79%Screen potential subjects to determine their suitability as study participants.
73%Provide assistance with the preparation of project-related reports, manuscripts, and presentations.

Wage Comparison

Social Science Research Assistants earns -$45,260(-44%) vs Clinical Data Managers
Clinical Data ManagersSocial Science Research Assistants
10th
$60,390$36,410
25th
$79,210$46,190
Median
$103,300$58,040
75th
$137,610$73,060
90th
$170,700$100,620

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Clinical Data Managers2028–2035
Social Science Research Assistants2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Clinical Data Managers

$60,338

from $103,300

Social Science Research Assistants

$33,007

from $58,040

After adjusting for AI risk, Clinical Data Managers offers $27,330 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Clinical

0

Unique to Social

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Decision Complexity
Social Intelligence
Clinical Data ManagersSocial Science Research Assistants
Find transitions from Clinical Data ManagersFind transitions from Social Science Research Assistants