Takeover Tracker

vs

57 shared · 18 different

core competencies

34%medium risk
Computer Programmers

Side-by-Side Comparison

MetricGeospatial Information Scientists and TechnologistsComputer Programmers
Risk Score34.4%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile64th64th
Tasks at Risk (>50%)7 / 158 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Geography
ProgrammingAI-Vulnerable
Education and Training
Science
Training and Teaching Others
Engineering and Technology
Scheduling Work and Activities
Communicating with Persons Outside Organization
English Language
Thinking Creatively
Reading ComprehensionAI-Vulnerable
Computers and Electronics

Protective Factors

Higher values indicate stronger protection against AI displacement

Geospatial Information Scientists and Technologists

30%

total discount

Computer Programmers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Geospatial Information Scientists and Technologists

7 of 15 at risk
84%Create, edit, or analyze geospatial data, using Global Positioning Systems (GPS) or digitizing techniques.
66%Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.
64%Create, analyze, report, convert, or transfer data, using specialized applications program software.
53%Design, program, or model Geographic Information Systems (GIS) applications or procedures.
53%Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.

Computer Programmers

8 of 15 at risk
85%Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.
71%Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.
71%Write or contribute to instructions or manuals to guide end users.
57%Develop Web sites.
51%Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.

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