Biologists, task by task.

Every activity this job is made of, scored on how much of its output software can produce today and linked to what addresses it. What is left over is the job.

SOC code
19-1029.04
Activities scored
6
Handed to agents
5
Grounded in
O*NET 30.3
The tasks · BiologistsSOC 19-1029.04
88% · agent
85% · agent
Grant proposal writingWhat can do this →
82% · agent
78% · agent
Biological research planningWhat can do this →
75% · agent
25% · you keep
The team5 agents · 5 need no setup
Data Analysis Agent
R · Python · Microsoft Excel
● No integration needed
Research Documentation Agent
Microsoft Word · Microsoft PowerPoint · Docs
● No integration needed
Grant Writing Agent
Microsoft Word · Web · Search
● No integration needed
Environmental Research Agent
ESRI ArcGIS software · R · Web
● No integration needed
Research Planning Agent
Microsoft Office software · Docs · Sheets
● No integration needed
You keep this
Approve final research findings and conclusionsMake personnel hiring and performance decisionsOwn regulatory compliance and safety accountabilityRepresent organization at high-stakes conferences and negotiations

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.

Data analysis and statistical processing88% · analysis and evaluation work · mostly automatable
Technical report and research documentation85% · recording, documentation and administration · mostly automatable
Grant proposal writing82% · recording, documentation and administration · mostly automatable