Takeover Tracker
34%medium risk
Remote Sensing Scientists and Technologists
vs

63 shared · 14 different

core competencies

33%medium risk
Bioinformatics Scientists

Side-by-Side Comparison

MetricRemote Sensing Scientists and TechnologistsBioinformatics Scientists
Risk Score34.4%33.3%
Risk TierMedium RiskMedium Risk
Risk Percentile64th59th
Tasks at Risk (>50%)7 / 157 / 15
Median Salary$117,960$93,330
Employment23K60K

Skill Comparison

|

Sorted by largest difference

Biology
Chemistry
Thinking Creatively
Operations Analysis
Computers and Electronics
Evaluating Information to Determine Compliance with Standards
Physics
Making Decisions and Solving Problems
Identifying Objects, Actions, and Events
Interacting With Computers
Clerical
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Remote Sensing Scientists and Technologists

30%

total discount

Bioinformatics Scientists

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Remote Sensing Scientists and Technologists

7 of 15 at risk
86%Process aerial or satellite imagery to create products such as land cover maps.
64%Organize and maintain geospatial data and associated documentation.
55%Manage or analyze data obtained from remote sensing systems to obtain meaningful results.
55%Analyze data acquired from aircraft, satellites, or ground-based platforms, using statistical analysis software, image analysis software, or Geographic Information Systems (GIS).
55%Apply remote sensing data or techniques, such as surface water modeling or dust cloud detection, to address environmental issues.

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 -$24,630(-21%) vs Remote Sensing Scientists and Technologists
Remote Sensing Scientists and TechnologistsBioinformatics Scientists
10th
$61,990$54,500
25th
$82,450$67,950
Median
$117,960$93,330
75th
$154,900$121,350
90th
$191,880$159,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Remote Sensing Scientists and Technologists2028–2035
Bioinformatics Scientists2028–2035
20242030203520402045

Bioinformatics Scientists has a longer runway before significant displacement, projected 0 years later than Remote Sensing Scientists and Technologists.

Risk-Adjusted Salary

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

Remote Sensing Scientists and Technologists

$77,370

from $117,960

Bioinformatics Scientists

$62,223

from $93,330

After adjusting for AI risk, Remote Sensing Scientists and Technologists offers $15,147 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Remote

0

Unique to Bioinformatics

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Decision Complexity
Social Intelligence
Remote Sensing Scientists and TechnologistsBioinformatics Scientists
Find transitions from Remote Sensing Scientists and TechnologistsFind transitions from Bioinformatics Scientists