The tasks · StatisticiansSOC 15-2041.00
Analyze data, identify trends, and interpret statistical relationshipsWhat can do this →
88% · agentMostly automatable
Prepare and structure data for processing and analysisWhat can do this →
85% · agentMostly automatable
Report results via graphs, charts, tables, and written analysesWhat can do this →
85% · agentMostly automatable
Develop statistical software applications and programming codeWhat can do this →
82% · agentMostly automatable
Design research studies, sampling techniques, and experimental methodsWhat can do this →
78% · agentMostly automatable
Determine appropriate statistical methods based on research questionsWhat can do this →
28% · you keepBarely automatable
The team5 agents · 5 need no setup
Statistical Analysis Agent
Python · R · SAS
● No integration needed
Data Preparation Agent
Python · Microsoft Excel · SQL
● No integration needed
Reporting & Visualization Agent
Tableau · Microsoft PowerPoint · R
● No integration needed
Statistical Programming Agent
Python · R · C++
● No integration needed
Research Design Agent
Python · IBM SPSS Statistics · Docs
● No integration needed
You keep this
Approve final statistical methodology and validate appropriateness for research questionsOwn accountability for statistical validity and accuracy of published resultsSupervise and provide instructions to data collection workersPresent and defend findings to stakeholders in high-stakes decision contexts
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.
