Physical Scientists, All Other
These scientists turn satellite, aircraft, and ground-based data into maps and measurements that show what is changing on the earth’s surface, from vegetation and water to dust and other environmental signals. The work is less about lab bench experiments and more about cleaning imperfect data, writing analysis code, and deciding what the images really prove. The payoff is strong pay for a very specialized job, but the field is small and growth is almost flat.
What This Role Looks Like in Practice
Physical Scientists, All Other sits in the Science category. In practical terms, this role combines day-to-day execution, cross-team coordination, and consistent decision-making under real business constraints.
U.S. employment is currently about ~23K workers, with a median annual pay of $117,960 and roughly 2K openings each year. Based on BLS projections, total employment is expected to grow from 31.9 K in 2024 to 32.1K in 2034.
Most hiring paths start with Bachelor's Degree, and employers typically expect none of related experience. Many careers in this track begin around Research Assistant and can progress toward Principal Scientist / Program Lead. High-value skills usually include Geographic Information Systems (ArcGIS Pro, QGIS), Remote Sensing & Earth Observation Platforms, and Python, R & Scientific Computing, paired with soft skills such as Critical Thinking, Reading Comprehension, and Complex Problem Solving.
Core Responsibilities
- Pull together satellite, aircraft, and ground data and check it for gaps, errors, or obvious bad readings.
- Use mapping and image software to measure things like surface water, vegetation health, or dust movement.
- Clean up raw imagery and format it so the files are easier for other people to use and compare.
- Compare image results with weather records, field surveys, or other measurements to make sure the findings hold up.
Keep exploring: more Science careers or browse all job titles.
A Day in the Life
Industries That Hire
Pros and Cons
Career Progression
Education Paths
Key Skills
Job Outlook and Trends
Employment is projected to rise from 31.9K to 32.1 K over the next decade, representing 0.6% growth. Around 2 K openings per year include both newly created roles and replacement hiring from turnover.
Remote availability is currently Moderate. Demand remains strongest where employers need practical domain knowledge plus modern workflow and data skills.