Takeover Tracker
vs

54 shared · 16 different

core competencies

34%medium risk
Computer Programmers

Side-by-Side Comparison

MetricGeographic Information Systems TechniciansComputer Programmers
Risk Score38.4%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile76th64th
Tasks at Risk (>50%)10 / 158 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Geography
ProgrammingAI-Vulnerable
Design
Interacting With Computers
Scheduling Work and Activities
Visualization
Provide Consultation and Advice to Others
Making Decisions and Solving Problems
Operations Analysis
English Language
Computers and Electronics
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Geographic Information Systems Technicians

28%

total discount

Computer Programmers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Geographic Information Systems Technicians

10 of 15 at risk
85%Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.
69%Maintain or modify existing Geographic Information Systems (GIS) databases.
64%Enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data.
61%Interpret aerial or ortho photographs.
59%Apply Geographic Information Systems (GIS) data in transportation routing settings to determine the best routing to reduce pollution or energy consumption.

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.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Geographic Information Systems Technicians20282035
Computer Programmers20282035
20242030203520402045

Computer Programmers has a longer runway before significant displacement, projected 0 years later than Geographic Information Systems Technicians.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Geographic

0

Unique to Computer

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Geographic Information Systems TechniciansComputer Programmers