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Remote Sensing Scientists and Technologists

Apply remote sensing principles and methods to analyze data and solve problems in areas such as natural resource management, urban planning, or homeland security. May develop new sensor systems, analytical techniques, or new applications for existing systems.

$122,570 a year (for the broader BLS group this job sits in).

now
6%

of the working time. Estimate.

Kinds of work
  • 82%
  • 9%
  • 9%
4%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
February 2028

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 82% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 4%. Today's estimate: 6%.

0%5%10%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 0% within reachGPT-5, August 2025: 0% within reachGemini 3 Pro, November 2025: 0% within reachClaude Opus 4.5, November 2025: 0% within reachGPT-5.2, December 2025: 0% within reachClaude Opus 4.6, February 2026: 0% within reachClaude Mythos Preview (early), April 2026: 4% within reachToday (estimate), September 2026: 6% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 24 tasks from .

TaskKind
Integrate other geospatial data sources into projects.Done daily by most who do it. 6%4.2 h1.3 h to 1.7 work days19%Half by Apr 2027
Manage or analyze data obtained from remote sensing systems to obtain meaningful results.Done daily by most who do it. 6%6.7 h1.7 h to 2.5 work days8%Half by Sep 2027
Analyze data acquired from aircraft, satellites, or ground-based platforms, using statistical analysis software, image analysis software, or Geographic Information Systems (GIS).Done more than monthly by most who do it. 6%7.5 h2.5 h to 2.5 work days7%Half by Aug 2027
Direct all activity associated with implementation, operation, or enhancement of remote sensing hardware or software.Done more than weekly by most who do it. 6%1 work day2.5 h to 2.5 work daysStays with people
Process aerial or satellite imagery to create products such as land cover maps.Done more than weekly by most who do it. 6%1.3 work days3.3 h to 4.2 work days4%Half by Dec 2027
Design or implement strategies for collection, analysis, or display of geographic data.Done more than yearly by most who do it. 6%1.7 work days3.3 h to 4.2 work days2%Half by Feb 2028
Develop or build databases for remote sensing or related geospatial project information.Done more than monthly by most who do it. 6%2.1 work days3.3 h to 1.3 work weeks1%Half by Jul 2028
Use remote sensing data for forest or carbon tracking activities to assess the impact of environmental change.Done more than monthly by most who do it. 6%2.1 work days3.3 h to 1.3 work weeks1%Half by Jul 2028
Apply remote sensing data or techniques, such as surface water modeling or dust cloud detection, to address environmental issues.Done more than monthly by most who do it. 6%2.1 work days3.3 h to 1.3 work weeks1%Half by Jul 2028
Conduct research into the application or enhancement of remote sensing technology.Done more than monthly by most who do it. 6%4.2 work days1 work day to 3.5 work weeks0%Half by Feb 2029
Develop new analytical techniques or sensor systems.Done more than yearly by most who do it. 6%1.7 work weeks2.1 work days to 1.2 work months0%Half by Jun 2029
Organize and maintain geospatial data and associated documentation.Done daily by most who do it. 6%3.3 h50 min to 1 work day28%Half by Feb 2027

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025). Counts are for the broader BLS group this job sits in.

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.