SOC 19-2099
Physical Scientists, All Other
Risk Score
โ ๏ธ44/100
Elevated
US Employment
๐ฅ22,580
Total workers
Median Wage
๐ฐ$118K
$62K โ $192K
Projected Growth
๐+0.6%
2023-2033 (BLS)
GenAI Exposure
๐ค80/100
High exposure
๐ก Physical Scientists, All Other face a risk score of 44/100 โ 0 points above the national average of 44. With 80/100 GenAI exposure, this occupation faces significant pressure from AI tools despite strong projected growth. See our methodology โ
๐ก Workers in this field earn $118K ($72K above the national median). The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths โ
๐ AI Impact Analysis
With a risk score of 44/100, Physical Scientists, All Other faces moderate automation pressure. While tasks like automated laboratory instrumentation and workflows are increasingly handled by AI, the role retains significant human elements. The 22,580 workers in this occupation should focus on strengthening skills in fieldwork in unstructured natural environments and collaborative scientific discourse and peer review to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Physical Scientists, All Other?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths โ
โ ๏ธ Top Risk Factors
Automated laboratory instrumentation and workflows
Automated data interpretation and insight generation
Large language model automation of analysis tasks
AI literature review and meta-analysis automation
๐ก๏ธ Tasks Safe from Automation
Fieldwork in unstructured natural environments
Collaborative scientific discourse and peer review
Ethical oversight of research involving human subjects
Interpreting ambiguous results with domain expertise
๐ Task Automation Breakdown
Based on O*NET task analysis and GenAI exposure scoring. Shows the estimated proportion of this occupation's core tasks that are automatable by current AI, augmented by AI tools, or require essential human skills.
๐ O*NET Task Profile
Manage or analyze data obtained from remote sensing systems to obtain meaningful results.
Analyze data acquired from aircraft, satellites, or ground-based platforms, using statistical analysis software, image analysis software, or Geographic Information Systems (GIS).
Integrate other geospatial data sources into projects.
Organize and maintain geospatial data and associated documentation.
Compile and format image data to increase its usefulness.
๐ป Technology Skills
Graphics or photo imaging software
Charting software
Analytical or scientific software
Project management software
Data base management system software
๐ Key Knowledge Areas
Geography
Computers and Electronics
Mathematics
Engineering and Technology
English Language
๐ vs National Average
National avg: $46K
National avg: 44/100
National avg: 38/100
National avg: 3.7%
๐ Career Transition Paths
| Occupation | Risk | Wage | Overlap |
|---|---|---|---|
| Dentists, All Other Specialists | 13 | $226K | 67% |
| Political Scientists | 25 | $139K | 83% |
| Astronomers | 27 | $132K | 79% |