Side-by-Side Comparison
Physicists leads 5–0| Metric | Physicists | Biostatisticians |
|---|---|---|
| Risk Score | 29.3% | 37.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 35th | 73th |
| Tasks at Risk (>50%) | 6 / 15 | 9 / 15 |
| Median Salary | $166,290 | $103,300 |
| Employment | 21K | 30K |
Skill Comparison
|
Sorted by largest difference
Originality
Number Facility
Fluency of Ideas
Thinking Creatively
Science
Analyzing Data or Information
Coaching and Developing Others
Visualization
Speed of Closure
Mathematical Reasoning
Provide Consultation and Advice to Others
Oral Comprehension
Protective Factors
Higher values indicate stronger protection against AI displacement
Physicists
34%
total discount
Biostatisticians
31%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Physicists
6 of 15 at risk76%Direct testing and monitoring of contamination of radioactive equipment, and recording of personnel and plant area radiation exposure data.
53%Write research proposals to receive funding.
53%Report experimental results by writing papers for scientific journals or by presenting information at scientific conferences.
52%Design computer simulations to model physical data so that it can be better understood.
51%Analyze data from research conducted to detect and measure physical phenomena.
Biostatisticians
9 of 15 at risk86%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.
Wage Comparison
Biostatisticians earns -$62,990(-38%) vs Physicists
PhysicistsBiostatisticians
10th
$80,020$60,390
25th
$117,450$79,210
Median
$166,290$103,300
75th
$210,260$137,610
90th
$239,200$170,700
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Physicists2028–2035
Biostatisticians2028–2035
20242030203520402045
Physicists has a longer runway before significant displacement, projected 0 years later than Biostatisticians.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Physicists
$117,534
from $166,290
Biostatisticians
$64,769
from $103,300
After adjusting for AI risk, Physicists offers $52,765 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Physicists
0
Unique to Biostatisticians
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Regulatory Barriers
Social Intelligence
Fine Manipulation
PhysicistsBiostatisticians