Takeover Tracker

vs

44 shared · 29 different

core competencies

34%medium risk
Computer Programmers

Side-by-Side Comparison

MetricComputer and Information Research ScientistsComputer Programmers
Risk Score32.4%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile53th64th
Tasks at Risk (>50%)5 / 158 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Education and Training
Communicating with Persons Outside Organization
Scheduling Work and Activities
Telecommunications
ProgrammingAI-Vulnerable
Analyzing Data or Information
English Language
Interpreting the Meaning of Information for Others
MathematicsAI-Vulnerable
Systems Evaluation
Active LearningAI-Augmented
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer and Information Research Scientists

33%

total discount

Computer Programmers

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 Programmers

8 of 15 at risk
85%Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.
71%Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.
71%Write or contribute to instructions or manuals to guide end users.
57%Develop Web sites.
51%Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.

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