Takeover Tracker
vs

49 shared · 31 different

core competencies

Side-by-Side Comparison

MetricComputer Systems Engineers/ArchitectsSoftware Developers, Applications
Risk Score33.5%35.6%
Risk TierMedium RiskMedium Risk
Risk Percentile60th67th
Tasks at Risk (>50%)7 / 157 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Interpreting the Meaning of Information for Others
Processing Information
Documenting/Recording Information
Judging the Qualities of Things, Services, or People
Guiding, Directing, and Motivating Subordinates
Getting Information
Analyzing Data or Information
Evaluating Information to Determine Compliance with Standards
Resolving Conflicts and Negotiating with Others
Communicating with Persons Outside Organization
Developing and Building Teams
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer Systems Engineers/Architects

32%

total discount

Software Developers, Applications

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Computer Systems Engineers/Architects

7 of 15 at risk
86%Monitor system operation to detect potential problems.
72%Document design specifications, installation instructions, and other system-related information.
55%Develop system engineering, software engineering, system integration, or distributed system architectures.
53%Research, test, or verify proper functioning of software patches and fixes.
53%Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.

Software Developers, Applications

7 of 15 at risk
84%Recommend purchase of equipment to control dust, temperature, and humidity in area of system installation.
83%Coordinate software system installation and monitor equipment functioning to ensure specifications are met.
75%Specify power supply requirements and configuration.
72%Obtain and evaluate information on factors such as reporting formats required, costs, and security needs to determine hardware configuration.
66%Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Computer Systems Engineers/Architects20282035
Software Developers, Applications20282035
20242030203520402045

Computer Systems Engineers/Architects has a longer runway before significant displacement, projected 0 years later than Software Developers, Applications.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Computer

0

Unique to Software

Combined Protection Strategy

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

Social Intelligence
Creativity
Decision Complexity
Regulatory Barriers
Computer Systems Engineers/ArchitectsSoftware Developers, Applications