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Systemvetare
Based on 10 assessments · 1 from real users
26%
Moderate risk
Average realistic automation risk across all Systemvetare profiles in the dataset.
Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context.
Score spread
Distribution across 10 profiles.
Middle half of Systemvetares score between 20% and 32%.
0%
50%
100%
Task breakdown by work type
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer input, real-world output — needs someone to act on it, not just software.
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Systemvetare, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
Troubleshoot production issues, perform root cause analysis, and implement fixes for system problems
deep expertise
social element
23%
DD
27%
Write and review code, including debugging, testing, and implementing features across frontend and backend systems
deep expertise
social element
22%
DD
23%
Participate in code reviews, provide technical feedback to team members, and mentor junior developers
deep expertise
social core
19%
DA
1%
Attend meetings including sprint planning, standups, and design discussions with cross-functional teams
deep expertise
social core
13%
AA
3%
Conduct requirements gathering and analysis with stakeholders to understand business needs and translate them into technical specifications
deep expertise
social core
10%
AD
9%
Design and architect software systems, including selecting technologies, designing databases, and planning system integration
deep expertise
social core
9%
DD
10%
Document systems, create technical documentation, and maintain architecture decision records
1%
DD
56%
Design and architect software systems, including selecting technologies, designing databases, and planning system integration
deep expertise
social core
25%
DD
24%
Write and review code, including debugging, testing, and implementing features across frontend and backend systems
22%
DD
55%
Conduct requirements gathering and analysis with stakeholders to understand business needs and translate them into technical specifications
deep expertise
social core
13%
AD
5%
Attend meetings including sprint planning, standups, and design discussions with cross-functional teams
deep expertise
social core
11%
AA
5%
Document systems, create technical documentation, and maintain architecture decision records
11%
DD
49%
Participate in code reviews, provide technical feedback to team members, and mentor junior developers
deep expertise
social core
8%
DA
0%
Troubleshoot production issues, perform root cause analysis, and implement fixes for system problems
deep expertise
social element
6%
DD
28%
Document systems, create technical documentation, and maintain architecture decision records
28%
DD
46%
Write and review code, including debugging, testing, and implementing features across frontend and backend systems
28%
DD
51%
Conduct requirements gathering and analysis with stakeholders to understand business needs and translate them into technical specifications
deep expertise
social core
15%
AD
8%
Troubleshoot production issues, perform root cause analysis, and implement fixes for system problems
deep expertise
social element
10%
DD
29%
Design and architect software systems, including selecting technologies, designing databases, and planning system integration
deep expertise
social core
8%
DD
14%
Attend meetings including sprint planning, standups, and design discussions with cross-functional teams
deep expertise
social core
8%
AA
0%
Participate in code reviews, provide technical feedback to team members, and mentor junior developers
some context needed
social core
1%
DA
12%
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