Takeover Tracker
vs

70 shared · 12 different

core competencies

Side-by-Side Comparison

MetricComputer Systems Engineers/ArchitectsComputer and Information Research Scientists
Risk Score33.5%32.4%
Risk TierMedium RiskMedium Risk
Risk Percentile60th53th
Tasks at Risk (>50%)7 / 155 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Guiding, Directing, and Motivating Subordinates
Education and Training
Analyzing Data or Information
Developing and Building Teams
Interacting With Computers
Coordinating the Work and Activities of Others
Evaluating Information to Determine Compliance with Standards
Engineering and Technology
Operations Analysis
Coaching and Developing Others
Training and Teaching Others
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer Systems Engineers/Architects

32%

total discount

Computer and Information Research Scientists

33%

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.

Computer and Information Research Scientists

5 of 15 at risk
80%Maintain network hardware and software, direct network security measures, and monitor networks to ensure availability to system users.
78%Approve, prepare, monitor, and adjust operational budgets.
65%Assign or schedule tasks to meet work priorities and goals.
56%Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.
51%Analyze problems to develop solutions involving computer hardware and software.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Computer Systems Engineers/Architects20282035
Computer and Information Research Scientists20282035
20242030203520402045

Computer and Information Research Scientists has a longer runway before significant displacement, projected 0 years later than Computer Systems Engineers/Architects.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Computer

0

Unique to Computer

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Social Intelligence
Creativity
Computer Systems Engineers/ArchitectsComputer and Information Research Scientists