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Physical Scientists, All Other

The short answer

This job is expected to meaningfully change. AI can already assist with or automate many of its tasks. In New York State, the number of these jobs is expected to hold steady over the next decade, with about 144 openings expected each year.

Step 1

Where your job stands

Compared with other New York jobs, this one is in the second most exposed fifth for how much AI could touch it. That doesn't mean the job goes away—it means more of its tasks are the kind AI can help with.

How much AI could touch this job

More exposedband 4 of 5
least exposedmost exposed

Looking at the job itself, AI could help with about half of this job's tasks.

What this means

Compared with other New York jobs, this one is in the second most exposed fifth, out of 656 jobs we could rank. Read more in the methodology.

Step 2

What AI can and can’t help with in this job

The score comes from the real, day-to-day tasks of this job—not a guess about the job as a whole. Below are the tasks that matter most in this job, split by whether AI can help with them.

AI can help with or automate about 92% of the tasks in this job.

Tasks AI can help with or automate

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

    AI could help, but needs extra software

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

    AI could help, but needs extra software

  3. Integrate other geospatial data sources into projects.

    AI could help, but needs extra software

  4. Organize and maintain geospatial data and associated documentation.

    AI could help, but needs extra software

  5. Compile and format image data to increase its usefulness.

    AI could help, but needs extra software

Tasks AI can't do much of

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

    AI is unlikely to speed this up

  2. Participate in fieldwork.

    AI is unlikely to speed this up

Step 3

Jobs you could switch to

If you're thinking about a change, these are jobs your experience already fits—related work you could move into. Pick your area to see local options.

See related jobs in

The closest matches by the skills they use—each has projected openings in New York State, pays within reach of your job now, and is no more exposed to AI than your job. Each card shows what the move would take.

  • Engineers, All Other

    Somewhat similar work
    slightly less pay1,540 openings/yrAbout as exposed as your job now

    Pays slightly less—$120,894 vs your $121,115 here.

    What the move takes

    Usually requires a bachelor's degree.

    Getting ready typically takes two to four years.

    Skills you already have

    • Mathematics
    • Engineering and Technology
    • Written Comprehension
    • Computers and Electronics
    • Oral Comprehension

    New skills to build

    • Mechanical
    • Design
    • Building and Construction
    • Quality Control Analysis
    • Chemistry