Takeover Tracker

vs

56 shared · 22 different

core competencies

Side-by-Side Comparison

MetricComputer Systems Engineers/ArchitectsOperations Research Analysts
Risk Score33.5%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile60th51th
Tasks at Risk (>50%)7 / 156 / 15
Median SalaryN/A$91,290
EmploymentN/A108K

Skill Comparison

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Sorted by largest difference

Mathematical Reasoning
MathematicsAI-Vulnerable
Evaluating Information to Determine Compliance with Standards
Computers and Electronics
Judging the Qualities of Things, Services, or People
MathematicsAI-Vulnerable
Number Facility
Design
Coordinating the Work and Activities of Others
ProgrammingAI-Vulnerable
Customer and Personal Service
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer Systems Engineers/Architects

32%

total discount

Operations Research Analysts

30%

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.

Operations Research Analysts

6 of 15 at risk
59%Review research literature.
53%Specify manipulative or computational methods to be applied to models.
52%Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.
52%Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
51%Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.

Wage Comparison

Computer Systems Engineers/ArchitectsOperations Research Analysts
10th
N/A$53,910
25th
N/A$66,910
Median
N/A$91,290
75th
N/A$124,120
90th
N/A$159,280

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