Management 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
13-1111.00
Activities scored
6
Handed to agents
4
Grounded in
O*NET 30.3
The tasks · Management AnalystsSOC 13-1111.00
88% · agent
Research report preparationWhat can do this →
85% · agent
82% · agent
Training material developmentWhat can do this →
80% · agent
Business operations conferringWhat can do this →
35% · you keep
25% · you keep
The team4 agents · 4 need no setup
Business Analysis Agent
IBM SPSS Statistics · Google Analytics · Sheets
● No integration needed
Research Reporting Agent
Google Docs · Adobe Acrobat · Docs
● No integration needed
Information Research Agent
Web · Search · Sheets
● No integration needed
Training Content Agent
Google Docs · Adobe InDesign · Docs
● No integration needed
You keep this
Approve final recommendations and implementation decisionsConduct face-to-face personnel interviews and on-site observationsOwn accountability for organizational change outcomesLead stakeholder meetings and coordinate cross-functional teams

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 solution development88% · analysis and evaluation work · mostly automatable
Research report preparation85% · recording, documentation and administration · mostly automatable