Financial Quantitative Analysts, 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
13-2099.01
Activities scored
6
Handed to agents
5
Grounded in
O*NET 30.3
The tasks · Financial Quantitative AnalystsSOC 13-2099.01
88% · agent
Mathematical model developmentWhat can do this →
85% · agent
85% · agent
82% · agent
78% · agent
35% · you keep
The team5 agents · 5 need no setup
Financial Analysis Agent
Python · R · Microsoft Excel
● No integration needed
Quantitative Modeling Agent
The MathWorks MATLAB · Python · SAS
● No integration needed
Research Reporting Agent
Microsoft Office software · Python · Tableau
● No integration needed
Risk Assessment Agent
R · IBM SPSS Statistics · Microsoft Power BI
● No integration needed
Technical Documentation Agent
Microsoft Visio · Docs · Microsoft Office software
● No integration needed
You keep this
Approve final model implementations and trading strategiesOwn accountability for risk management decisionsMaintain fiduciary responsibility for client portfoliosLead high-stakes negotiations with institutional clients

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.

Financial analysis and modeling88% · analysis and evaluation work · mostly automatable
Mathematical model development85% · analysis and evaluation work · mostly automatable
Research reports and documentation85% · recording, documentation and administration · mostly automatable