SOC 15-1211 · Job decomposition
Computer Systems Analysts
What this job actually does, classified into Automate, Augment, and Human-only. Decomposed from 34 canonical roles mapped to this SOC across Nuvepro's real-world JD corpus.
519,530
U.S. employment
BLS OEWS
$105,850
Median annual wage
BLS OEWS
28%
AEI exposure
Anthropic Economic Index
458
Distinct tasks
From 34 roles
Task mix (by distinct task)
Automate · 11 (2%)
Augment · 352 (77%)
Human-only · 95 (21%)
Automate
11 of 11
AI does it end-to-end
- Export master data from SAP MDG.5 jobs · 1 role · 100% confidence
- Import master data into SAP MDG.5 jobs · 1 role · 80% confidence
- Document project progress.4 jobs · 1 role · 100% confidence
- Produce technical documentation.4 jobs · 1 role · 75% confidence
- Provide project status updates to the Project Manager.4 jobs · 1 role · 100% confidence
- Document issue resolutions and create knowledge base articles.3 jobs · 1 role · 100% confidence
- Follow coding standards.3 jobs · 1 role · 67% confidence
- Follow established development methodologies.3 jobs · 1 role · 67% confidence
- Monitor project progress.3 jobs · 1 role · 67% confidence
- Provide reporting of potential risks to delivery.3 jobs · 1 role · 67% confidence
- Publish meeting minutes.3 jobs · 1 role · 100% confidence
Augment
12 of 352
Human + AI together
- Participate in code reviews.24 jobs · 2 roles · 100% confidence
- Analyze business needs and map them to SAP processes.21 jobs · 1 role · 100% confidence
- Maintain documentation for configuration, testing, and user training.21 jobs · 1 role · 52% confidence
- Prepare detailed functional specifications for RICEFW objects, including reports, interfaces, conversions, enhancements, forms, and workflows.21 jobs · 1 role · 100% confidence
- Configure SD modules including pricing, shipping, billing, and credit management to meet business requirements.20 jobs · 1 role · 100% confidence
- Contribute to package software application development projects.19 jobs · 1 role · 100% confidence
- Assist in software documentation.16 jobs · 1 role · 75% confidence
- Follow coding standards and best practices.16 jobs · 1 role · 100% confidence
- Conduct integration testing.13 jobs · 1 role · 100% confidence
- Conduct unit testing.13 jobs · 1 role · 100% confidence
- Coordinate modification records for management control.13 jobs · 1 role · 85% confidence
- Resolve system incidents.13 jobs · 1 role · 100% confidence
Human-only
12 of 95
Judgment, taste, accountability
- Seek guidance from senior team members.16 jobs · 1 role · 100% confidence
- Conduct user acceptance testing.13 jobs · 1 role · 100% confidence
- Provide post-go-live support.13 jobs · 1 role · 85% confidence
- Cross-train as a Workstation controller when feasible.11 jobs · 1 role · 100% confidence
- Serve as the program point of contact.11 jobs · 1 role · 100% confidence
- Oversee the solutions delivered for the Army’s Warfighter program.10 jobs · 1 role · 100% confidence
- Provide training on SAP applications.10 jobs · 3 roles · 100% confidence
- Coordinate with cross-functional teams to integrate financial systems with other enterprise systems.9 jobs · 1 role · 89% confidence
- Participate in knowledge sharing.9 jobs · 1 role · 67% confidence
- Train finance teams on Workday Finance modules.8 jobs · 1 role · 100% confidence
- Collaborate frequently with team members.7 jobs · 1 role · 100% confidence
- Lead client meetings related to design solutioning.7 jobs · 1 role · 100% confidence
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