Low to No Risk

16

Moderate Risk

3

High Risk

4

Extreme Risk

1

• 2.3Develop or build databases for remote sensing or related geospatial project information.
• 2.2Integrate other geospatial data sources into projects.
• 2.6Prepare or deliver reports or presentations of geospatial project information.
• 1.8Design or implement strategies for collection, analysis, or display of geographic data.
• 1.2Direct all activity associated with implementation, operation, or enhancement of remote sensing hardware or software.
• 2.2Collect supporting data, such as climatic or field survey data, to corroborate remote sensing data analyses.
• 0.7Conduct research into the application or enhancement of remote sensing technology.
• 1.4Discuss project goals, equipment requirements, or methodologies with colleagues or team members.
• 1.2Develop new analytical techniques or sensor systems.
• 2.3Monitor quality of remote sensing data collection operations to determine if procedural or equipment changes are necessary.
• 1.2Direct installation or testing of new remote sensing hardware or software.
• 0.5Attend meetings or seminars or read current literature to maintain knowledge of developments in the field of remote sensing.
• 1.5Participate in fieldwork.
• 1.6Recommend new remote sensing hardware or software acquisitions.
• 1.5Train technicians in the use of remote sensing technology.
• 1.5Apply remote sensing data or techniques, such as surface water modeling or dust cloud detection, to address environmental issues.

20.8% of Physical Scientists, All Other tasks can be automated with AI or robotics