Side-by-Side Comparison
Mathematicians leads 5–0| Metric | Mathematicians | Statisticians |
|---|---|---|
| Risk Score | 37.0% | 37.8% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 72th | 75th |
| Tasks at Risk (>50%) | 6 / 11 | 9 / 15 |
| Median Salary | $121,680 | $103,300 |
| Employment | 2K | 30K |
Skill Comparison
|
Sorted by largest difference
ProgrammingAI-Vulnerable
Interpreting the Meaning of Information for Others
Originality
Identifying Objects, Actions, and Events
Fluency of Ideas
Estimating the Quantifiable Characteristics of Products, Events, or Information
Analyzing Data or Information
Complex Problem SolvingAI-Resistant
Protective Factors
Higher values indicate stronger protection against AI displacement
Mathematicians
29%
total discount
Statisticians
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Mathematicians
6 of 11 at risk87%Perform computations and apply methods of numerical analysis to data.
54%Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
52%Develop new principles and new relationships between existing mathematical principles to advance mathematical science.
51%Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.
51%Design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.
Statisticians
9 of 15 at risk71%Process large amounts of data for statistical modeling and graphic analysis, using computers.
70%Report results of statistical analyses, including information in the form of graphs, charts, and tables.
65%Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
53%Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
52%Develop software applications or programming to use for statistical modeling and graphic analysis.
Wage Comparison
Statisticians earns -$18,380(-15%) vs Mathematicians
MathematiciansStatisticians
10th
$63,430$60,390
25th
$85,720$79,210
Median
$121,680$103,300
75th
$153,340$137,610
90th
$187,660$170,700
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Mathematicians2028–2035
Statisticians2028–2035
20242030203520402045
Mathematicians has a longer runway before significant displacement, projected 0 years later than Statisticians.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Mathematicians
$76,658
from $121,680
Statisticians
$64,294
from $103,300
After adjusting for AI risk, Mathematicians offers $12,364 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Mathematicians
0
Unique to Statisticians
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Regulatory Barriers
Decision Complexity
Social Intelligence
MathematiciansStatisticians