Takeover Tracker

vs

51 shared · 28 different

core competencies

Side-by-Side Comparison

MetricComputer and Information Research ScientistsComputer Systems Analysts
Risk Score32.4%33.0%
Risk TierMedium RiskMedium Risk
Risk Percentile53th57th
Tasks at Risk (>50%)5 / 153 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Communicating with Persons Outside Organization
MathematicsAI-Vulnerable
Documenting/Recording Information
Education and Training
Interpreting the Meaning of Information for Others
Telecommunications
Design
Scheduling Work and Activities
Computers and Electronics
Engineering and Technology
Thinking Creatively
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer and Information Research Scientists

33%

total discount

Computer Systems Analysts

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Computer Systems Analysts

3 of 15 at risk
85%Develop, document and revise system design procedures, test procedures, and quality standards.
53%Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.
51%Troubleshoot program and system malfunctions to restore normal functioning.
50%Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
49%Expand or modify system to serve new purposes or improve work flow.

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