Takeover Tracker
vs

42 shared · 22 different

core competencies

Side-by-Side Comparison

MetricGeographic Information Systems TechniciansSoftware Developers, Systems Software
Risk Score38.4%35.4%
Risk TierMedium RiskMedium Risk
Risk Percentile76th67th
Tasks at Risk (>50%)10 / 156 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Geography
Processing Information
Analyzing Data or Information
Interpreting the Meaning of Information for Others
Monitor Processes, Materials, or Surroundings
Judging the Qualities of Things, Services, or People
Estimating the Quantifiable Characteristics of Products, Events, or Information
Making Decisions and Solving Problems
Computers and Electronics
Communicating with Persons Outside Organization
Engineering and Technology
English Language

Protective Factors

Higher values indicate stronger protection against AI displacement

Geographic Information Systems Technicians

28%

total discount

Software Developers, Systems Software

28%

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.

Software Developers, Systems Software

6 of 15 at risk
86%Monitor functioning of equipment to ensure system operates in conformance with specifications.
85%Coordinate installation of software system.
69%Prepare reports or correspondence concerning project specifications, activities, or status.
66%Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
55%Design or develop software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Geographic Information Systems Technicians20282035
Software Developers, Systems Software20282035
20242030203520402045

Software Developers, Systems Software 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 Software

Combined Protection Strategy

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

Fine Manipulation
Creativity
Decision Complexity
Social Intelligence
Geographic Information Systems TechniciansSoftware Developers, Systems Software