The tasks · StatisticiansSOC 15-2041.00
Data analysis and trend identificationWhat can do this →
88% · agent
Statistical reporting and visualizationWhat can do this →
85% · agent
Data preparation and quality evaluationWhat can do this →
82% · agent
Statistical method selection and evaluationWhat can do this →
78% · agent
Research design and experimental planningWhat can do this →
72% · agent
Statistical presentation to stakeholdersWhat can do this →
35% · you keep
The team5 agents · 5 need no setup
Statistical Analysis Agent
Python · R · Microsoft Excel
● No integration needed
Statistical Reporting Agent
Tableau · Microsoft PowerPoint · Microsoft Word
● No integration needed
Data Processing Agent
Python · SAS · Microsoft Excel
● No integration needed
Methods Evaluation Agent
R · IBM SPSS Statistics · Python
● No integration needed
Research Design Agent
R · Python · Microsoft Excel
● No integration needed
You keep this
Final approval of statistical methodologies and research designsAccountability for statistical conclusions and recommendationsHigh-stakes client presentations and stakeholder negotiationsSupervision and mentoring of junior statisticians
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 what actually addresses it. Each one has a page of its own showing every occupation that does it.
