Takeover Tracker
vs

49 shared · 30 different

core competencies

Side-by-Side Comparison

MetricPhysics Teachers, PostsecondaryRemote Sensing Scientists and Technologists
Risk Score33.5%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile60th64th
Tasks at Risk (>50%)7 / 157 / 15
Median Salary$97,360$117,960
Employment14K23K

Skill Comparison

|

Sorted by largest difference

Physics
Geography
Training and Teaching Others
MathematicsAI-Vulnerable
Coaching and Developing Others
Judging the Qualities of Things, Services, or People
Speech Clarity
InstructingAI-Resistant
Education and Training
Learning Strategies
Oral Expression
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Physics Teachers, Postsecondary

31%

total discount

Remote Sensing Scientists and Technologists

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Physics Teachers, Postsecondary

7 of 15 at risk
87%Maintain student attendance records, grades, and other required records.
72%Compile, administer, and grade examinations, or assign this work to others.
71%Evaluate and grade students' class work, laboratory work, assignments, and papers.
54%Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.
52%Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.

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 +$20,600(+21%) vs Physics Teachers, Postsecondary
Physics Teachers, PostsecondaryRemote Sensing Scientists and Technologists
10th
$54,880$61,990
25th
$66,730$82,450
Median
$97,360$117,960
75th
$130,150$154,900
90th
$169,740$191,880

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Physics Teachers, Postsecondary20282035
Remote Sensing Scientists and Technologists20282035
20242030203520402045

Physics Teachers, Postsecondary 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%)

Physics Teachers, Postsecondary

$64,735

from $97,360

Remote Sensing Scientists and Technologists

$77,370

from $117,960

After adjusting for AI risk, Remote Sensing Scientists and Technologists offers $12,635 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Physics

0

Unique to Remote

Combined Protection Strategy

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

Social Intelligence
Creativity
Decision Complexity
Fine Manipulation
Physics Teachers, PostsecondaryRemote Sensing Scientists and Technologists