The tasks · Data Warehousing SpecialistsSOC 15-1243.01
Create documentation, metadata, diagrams, and entity relationshipsWhat can do this →
90% · agentMostly automatable
Develop ETL process models and data extraction proceduresWhat can do this →
88% · agentMostly automatable
Design and implement warehouse database structures and schemasWhat can do this →
85% · agentMostly automatable
Verify data quality, structure, and accuracy in warehousesWhat can do this →
85% · agentMostly automatable
Develop testing plans, scripts, and perform integration testingWhat can do this →
83% · agentMostly automatable
Write and modify warehouse programs using current languagesWhat can do this →
82% · agentMostly automatable
The team6 agents · 6 need no setup
ETL Process Modeling Agent
Microsoft Visio · Apache Spark · Docs
● No integration needed
Database Design Agent
Microsoft SQL Server · Amazon Redshift · Apache Cassandra
● No integration needed
Code Generation Agent
Microsoft Visual Studio · Python · C#
● No integration needed
Documentation Agent
Microsoft Visio · Docs · Microsoft Word
● No integration needed
Data Quality Validation Agent
Microsoft SQL Server · Apache Spark · Sheets
● No integration needed
Testing Automation Agent
Microsoft Visual Studio · Apache Spark · Atlassian JIRA
● No integration needed
You keep this
Approve final warehouse architecture and design decisionsOwn accountability for data governance and compliance standardsAuthorize production deployment of warehouse systemsResolve escalated stakeholder conflicts on data requirements
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.
