The tasks · Data ScientistsSOC 15-2051.00
Data analysis and statistical modelingWhat can do this →
88% · agentMostly automatable
Data preparation and cleaningWhat can do this →
85% · agentMostly automatable
Visualization and reportingWhat can do this →
82% · agentMostly automatable
Programming and model developmentWhat can do this →
80% · agentMostly automatable
Research and trend identificationWhat can do this →
78% · agentMostly automatable
Stakeholder presentations and advisoryWhat can do this →
35% · you keepPartly automatable
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 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.
