Takeover Tracker
vs

44 shared · 36 different

core competencies

34%medium risk
Computer Programmers

Side-by-Side Comparison

MetricComputer Systems Engineers/ArchitectsComputer Programmers
Risk Score33.5%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile60th64th
Tasks at Risk (>50%)7 / 158 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Guiding, Directing, and Motivating Subordinates
ProgrammingAI-Vulnerable
Scheduling Work and Activities
Resolving Conflicts and Negotiating with Others
Provide Consultation and Advice to Others
Judging the Qualities of Things, Services, or People
Training and Teaching Others
Telecommunications
Updating and Using Relevant Knowledge
Interpreting the Meaning of Information for Others
Design
Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer Systems Engineers/Architects

32%

total discount

Computer Programmers

29%

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 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.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Computer Systems Engineers/Architects20282035
Computer Programmers20282035
20242030203520402045

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

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

Social Intelligence
Creativity
Regulatory Barriers
Decision Complexity
Computer Systems Engineers/ArchitectsComputer Programmers