Physicists vs Remote Sensing Scientists and Technologists AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Physicists

41 shared · 37 different

core competencies

medium risk

Remote Sensing Scientists and Technologists

Side-by-Side Comparison

Physicists leads 5–0

Metric	Physicists	Remote Sensing Scientists and Technologists
Risk Score	29.3%	34.4%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	35th	64th
Tasks at Risk (>50%)	6 / 15	7 / 15
Median Salary	$166,290	$117,960
Employment	21K	23K

Skill Comparison

Sorted by largest difference

Physics

Originality

Number Facility

Speed of Closure

Engineering and Technology

Mathematical Reasoning

Science

MathematicsAI-Vulnerable

ProgrammingAI-Vulnerable

Learning Strategies

Active LearningAI-Augmented

MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Physicists

34%

total discount

Remote Sensing Scientists and Technologists

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Physicists

6 of 15 at risk

76%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.

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.

Wage Comparison

Remote Sensing Scientists and Technologists earns -$48,330(-29%) vs Physicists

PhysicistsRemote Sensing Scientists and Technologists

10th

$80,020$61,990

25th

$117,450$82,450

Median

$166,290$117,960

75th

$210,260$154,900

90th

$239,200$191,880

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Physicists2028–2035

Remote Sensing Scientists and Technologists2028–2035

20242030203520402045

Physicists 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%)

Physicists

$117,534

from $166,290

Remote Sensing Scientists and Technologists

$77,370

from $117,960

After adjusting for AI risk, Physicists offers $40,164 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Physicists

Unique to Remote

Combined Protection Strategy

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

Creativity

Fine Manipulation

Social Intelligence

Regulatory Barriers

PhysicistsRemote Sensing Scientists and Technologists

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