medium risk
Statisticiansvs
51 shared · 19 different
core competencies
medium risk
Remote Sensing Scientists and TechnologistsSide-by-Side Comparison
Remote Sensing Scientists and Technologists leads 5–0| Metric | Statisticians | Remote Sensing Scientists and Technologists |
|---|---|---|
| Risk Score | 37.8% | 34.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 75th | 64th |
| Tasks at Risk (>50%) | 9 / 15 | 7 / 15 |
| Median Salary | $103,300 | $117,960 |
| Employment | 30K | 23K |
Skill Comparison
|
Sorted by largest difference
MathematicsAI-Vulnerable
MathematicsAI-Vulnerable
Mathematical Reasoning
ProgrammingAI-Vulnerable
Number Facility
Analyzing Data or Information
Provide Consultation and Advice to Others
Interpreting the Meaning of Information for Others
Education and Training
Updating and Using Relevant Knowledge
Coordinating the Work and Activities of Others
Speed of Closure
Protective Factors
Higher values indicate stronger protection against AI displacement
Statisticians
27%
total discount
Remote Sensing Scientists and Technologists
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Statisticians
9 of 15 at risk71%Process large amounts of data for statistical modeling and graphic analysis, using computers.
70%Report results of statistical analyses, including information in the form of graphs, charts, and tables.
65%Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
53%Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
52%Develop software applications or programming to use for statistical modeling and graphic analysis.
Remote Sensing Scientists and Technologists
7 of 15 at risk86%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 +$14,660(+14%) vs Statisticians
StatisticiansRemote Sensing Scientists and Technologists
10th
$60,390$61,990
25th
$79,210$82,450
Median
$103,300$117,960
75th
$137,610$154,900
90th
$170,700$191,880
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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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