Takeover Tracker
37%medium risk
Biostatisticians
vs

32 shared · 38 different

core competencies

43%medium risk
Statistical Assistants

Side-by-Side Comparison

MetricBiostatisticiansStatistical Assistants
Risk Score37.3%43.3%
Risk TierMedium RiskMedium Risk
Risk Percentile73th89th
Tasks at Risk (>50%)9 / 159 / 15
Median Salary$103,300$51,440
Employment30K6K

Skill Comparison

|

Sorted by largest difference

Provide Consultation and Advice to Others
Science
Thinking Creatively
Identifying Objects, Actions, and Events
Interpreting the Meaning of Information for Others
MathematicsAI-Vulnerable
Estimating the Quantifiable Characteristics of Products, Events, or Information
Training and Teaching Others
Judging the Qualities of Things, Services, or People
Updating and Using Relevant Knowledge
Guiding, Directing, and Motivating Subordinates
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Biostatisticians

31%

total discount

Statistical Assistants

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Biostatisticians

9 of 15 at risk
86%Calculate sample size requirements for clinical studies.
85%Prepare statistical data for inclusion in reports to data monitoring committees, federal regulatory agencies, managers, or clients.
84%Monitor clinical trials or experiments to ensure adherence to established procedures or to verify the quality of data collected.
72%Prepare tables and graphs to present clinical data or results.
55%Develop or implement data analysis algorithms.

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 Biostatisticians
BiostatisticiansStatistical 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

Biostatisticians2028–2035
Statistical Assistants2028–2035
20242030203520402045

Biostatisticians 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%)

Biostatisticians

$64,769

from $103,300

Statistical Assistants

$29,146

from $51,440

After adjusting for AI risk, Biostatisticians offers $35,623 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Biostatisticians

0

Unique to Statistical

Combined Protection Strategy

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

Creativity
Decision Complexity
Regulatory Barriers
Social Intelligence
BiostatisticiansStatistical Assistants
Find transitions from BiostatisticiansFind transitions from Statistical Assistants