Physical Scientists, All Other

Does not pass

• Manage or analyze data obtained from remote sensing systems to obtain meaningful results.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 8.7% of the role's time · $234M

• Integrate other geospatial data sources into projects.

  reason given most often: no existing check settles it · 8.3% of the role's time · $223M

• Analyze data acquired from aircraft, satellites, or ground-based platforms, using statistical analysis software, image analysis software, or Geographic Information Systems (GIS).

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 8.0% of the role's time · $214M

• Organize and maintain geospatial data and associated documentation.

  reason given most often: no existing check settles it · 7.8% of the role's time · $209M · waiting on a check

• Compile and format image data to increase its usefulness.

  reason given most often: no existing check settles it · 6.4% of the role's time · $172M · waiting on a check

• Develop or build databases for remote sensing or related geospatial project information.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 6.0% of the role's time · $161M · passed by Gemini 3.1 Pro · the models disagreed

• Process aerial or satellite imagery to create products such as land cover maps.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 4.7% of the role's time · $127M

• Discuss project goals, equipment requirements, or methodologies with colleagues or team members.

  reason given most often: no existing check settles it · 4.7% of the role's time · $126M

• Direct all activity associated with implementation, operation, or enhancement of remote sensing hardware or software.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 4.5% of the role's time · $120M

• Design or implement strategies for collection, analysis, or display of geographic data.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 4.3% of the role's time · $116M

• Collect supporting data, such as climatic or field survey data, to corroborate remote sensing data analyses.

  physical work, outside the screen · 4.0% of the role's time · $108M

• Monitor quality of remote sensing data collection operations to determine if procedural or equipment changes are necessary.

  physical work, outside the screen · 3.5% of the role's time · $94.6M

• Develop new analytical techniques or sensor systems.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.2% of the role's time · $86.5M

• Train technicians in the use of remote sensing technology.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.2% of the role's time · $86.5M

• Apply remote sensing data or techniques, such as surface water modeling or dust cloud detection, to address environmental issues.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.1% of the role's time · $84.2M

• Prepare or deliver reports or presentations of geospatial project information.

  reason given most often: no existing check settles it · 3.0% of the role's time · $79.9M · waiting on a check

• Attend meetings or seminars or read current literature to maintain knowledge of developments in the field of remote sensing.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.7% of the role's time · $71.8M

• Use remote sensing data for forest or carbon tracking activities to assess the impact of environmental change.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 2.6% of the role's time · $70.9M

• Participate in fieldwork.

  physical work, outside the screen · 2.4% of the role's time · $64.0M

• Conduct research into the application or enhancement of remote sensing technology.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 2.2% of the role's time · $59.8M

• Set up or maintain remote sensing data collection systems.

  physical work, outside the screen · 1.8% of the role's time · $48.0M

• Recommend new remote sensing hardware or software acquisitions.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $46.6M

• Direct installation or testing of new remote sensing hardware or software.

  reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 0.9% of the role's time · $23.6M