medium risk
Bioinformatics Scientistsvs
49 shared · 23 different
core competencies
medium risk
MathematiciansSide-by-Side Comparison
Bioinformatics Scientists leads 3–2| Metric | Bioinformatics Scientists | Mathematicians |
|---|---|---|
| Risk Score | 33.3% | 37.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 59th | 72th |
| Tasks at Risk (>50%) | 7 / 15 | 6 / 11 |
| Median Salary | $93,330 | $121,680 |
| Employment | 60K | 2K |
Skill Comparison
|
Sorted by largest difference
MathematicsAI-Vulnerable
Mathematical Reasoning
Chemistry
MathematicsAI-Vulnerable
Monitor Processes, Materials, or Surroundings
Monitoring and Controlling Resources
Number Facility
Physics
Communicating with Persons Outside Organization
Judging the Qualities of Things, Services, or People
Estimating the Quantifiable Characteristics of Products, Events, or Information
Engineering and Technology
Protective Factors
Higher values indicate stronger protection against AI displacement
Bioinformatics Scientists
33%
total discount
Mathematicians
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Bioinformatics Scientists
7 of 15 at risk74%Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.
69%Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.
55%Improve user interfaces to bioinformatics software and databases.
53%Develop new software applications or customize existing applications to meet specific scientific project needs.
53%Keep abreast of new biochemistries, instrumentation, or software by reading scientific literature and attending professional conferences.
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.
Wage Comparison
Mathematicians earns +$28,350(+30%) vs Bioinformatics Scientists
Bioinformatics ScientistsMathematicians
10th
$54,500$63,430
25th
$67,950$85,720
Median
$93,330$121,680
75th
$121,350$153,340
90th
$159,780$187,660
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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