The tasks · Data ScientistsSOC 15-2051.00
Data analysis and statistical modelingWhat can do this →
88% · agent
Data preparation and cleaningWhat can do this →
85% · agent
Visualization and reportingWhat can do this →
82% · agent
Programming and model developmentWhat can do this →
80% · agent
Research and trend identificationWhat can do this →
78% · agent
Stakeholder presentations and advisoryWhat can do this →
35% · you keep
The team5 agents · 5 need no setup
Statistical Analysis Agent
Apache Spark · IBM SPSS Statistics · Microsoft Excel
● No integration needed
Data Preparation Agent
Apache Hadoop · PostgreSQL · Alteryx software
● No integration needed
Visualization Agent
Microsoft Power BI · Google Looker Analytics · Microsoft PowerPoint
● No integration needed
Programming Agent
Oracle Java · C++ · GitHub
● No integration needed
Research Agent
Web · Search · Docs
● No integration needed
You keep this
Present findings and recommendations to senior leadershipMake final decisions on model deployment and business impactOwn accountability for data-driven business outcomesBuild and maintain strategic stakeholder relationships
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.
