Takeover Tracker
30%medium risk
Biologists
vs

64 shared · 19 different

core competencies

33%medium risk
Bioinformatics Scientists

Side-by-Side Comparison

MetricBiologistsBioinformatics Scientists
Risk Score30.1%33.3%
Risk TierMedium RiskMedium Risk
Risk Percentile39th59th
Tasks at Risk (>50%)6 / 157 / 15
Median Salary$93,340$93,330
Employment131K60K

Skill Comparison

|

Sorted by largest difference

Computers and Electronics
Evaluating Information to Determine Compliance with Standards
Customer and Personal Service
Law and Government
Interacting With Computers
Provide Consultation and Advice to Others
Science
Thinking Creatively
Monitor Processes, Materials, or Surroundings
Documenting/Recording Information
Scheduling Work and Activities
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Biologists

34%

total discount

Bioinformatics Scientists

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Biologists

6 of 15 at risk
75%Prepare requests for proposals or statements of work.
59%Program and use computers to store, process, and analyze data.
55%Write grant proposals to obtain funding for biological research.
51%Identify, classify, and study structure, behavior, ecology, physiology, nutrition, culture, and distribution of plant and animal species.
51%Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.

Bioinformatics Scientists

7 of 15 at risk
74%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.

Wage Comparison

Bioinformatics Scientists earns -$10(0%) vs Biologists
BiologistsBioinformatics Scientists
10th
$54,120$54,500
25th
$67,720$67,950
Median
$93,340$93,330
75th
$125,990$121,350
90th
$161,990$159,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Biologists2028–2035
Bioinformatics Scientists2028–2035
20242030203520402045

Biologists has a longer runway before significant displacement, projected 0 years later than Bioinformatics Scientists.

Risk-Adjusted Salary

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

Biologists

$65,245

from $93,340

Bioinformatics Scientists

$62,223

from $93,330

After adjusting for AI risk, Biologists offers $3,022 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Biologists

0

Unique to Bioinformatics

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
BiologistsBioinformatics Scientists
Find transitions from BiologistsFind transitions from Bioinformatics Scientists