The tasks · Computer Systems AnalystsSOC 15-1211.00
Code development, testing, and debuggingWhat can do this →
88% · agentMostly automatable
System design, architecture, and documentationWhat can do this →
85% · agentMostly automatable
Requirements analysis and technical researchWhat can do this →
82% · agentMostly automatable
Performance monitoring and troubleshootingWhat can do this →
80% · agentMostly automatable
Cost-benefit analysis and resource estimationWhat can do this →
78% · agentMostly automatable
Staff training and user support coordinationWhat can do this →
22% · you keepBarely automatable
The team5 agents · 5 need no setup
Code development agent
Git · GitHub · Docker
● No integration needed
System design agent
Atlassian Confluence · Docs · Sheets
● No integration needed
Requirements analysis agent
Atlassian JIRA · Atlassian Confluence · Docs
● No integration needed
Performance monitoring agent
Elasticsearch · Google Analytics · Sheets
● No integration needed
Cost analysis agent
Sheets · Docs · Search
● No integration needed
You keep this
Approve final system architecture and implementation decisionsOwn accountability for system security, compliance, and business impactLead in-person training sessions and manage team performanceNegotiate system requirements and priorities with senior management
Automatability scores estimate how much of a task an agent can reliably do today, grounded in O*NET task data. They are not predictions of job loss.
Start with these three
The most automatable work in this job, and the one tool we would use for each. Every task has a page of its own with the reasoning and every occupation that does it.
