Will AI replace Management Analysts?
The Stanford WORKBank study rates tasks, not whole jobs, so it cannot say whether any one job disappears. What it shows: AI experts rate 3 of the 4 studied Management Analysts tasks as do-able by AI today, and 1 of those are tasks workers also want automated. Only 4 tasks were studied for this role, so treat the share as a rough signal.
of tasks in the Management Analysts role are ones AI can already do, per AI experts.
From a Stanford study where AI experts and management analysts workers rated each real task (O*NET). Not a guess from the job title.
Key statistics
Free to cite, with a link back to Automatable.
- AI can already do 75% of the 4 work tasks in the Management Analysts role, according to AI experts in the Stanford WORKBank study (O*NET SOC 13-1111.00).
- Workers in the Management Analysts role rate 25% of their tasks 3 or higher out of 5 for wanting them automated (Stanford WORKBank, 1,500 U.S. workers).
- 1 of 4 Management Analysts tasks are Automation Green Light, wanted by workers and do-able by AI, that is 25% of the role (Stanford WORKBank).
- The typical Management Analysts task scores 2.77/5 for worker desire to automate and 3.92/5 for AI capability today (Stanford WORKBank, 1-5 scale).
- The Management Analysts role (O*NET SOC 13-1111.00) has a median U.S. wage of $114,710 and about 893,900 people employed (U.S. O*NET / BLS).
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What workers told Stanford
Of the 4 tasks studied for Management Analysts, 1 (25%) are in the Automation Green Light zone, AI can largely do them and workers want it. Across all tasks, workers rate 25% of their tasks 3 or higher out of 5 for wanting them automated. The typical task scores 2.77/5 for worker desire and 3.92/5 for AI capability.
All 4 tasks, most-wanted first
Gather and organize information on problems or procedures.
Green Lightwant 3.25 · AI 4.33Analyze data gathered and develop solutions or alternative methods of proceeding.
Red Lightwant 2.83 · AI 4Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.
Red Lightwant 2.8 · AI 4Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.
Low Prioritywant 2.2 · AI 3.33
Related occupations
Other Business and Financial Operations roles in the Stanford WORKBank study, closest AI-capability share first.
- Cost EstimatorsAI can do 75% of tasks today · workers want 0% automated
- Online MerchantsAI can do 80% of tasks today · workers want 67% automated
- Credit AnalystsAI can do 83% of tasks today · workers want 67% automated
- Financial Quantitative AnalystsAI can do 67% of tasks today · workers want 100% automated
- Accountants and AuditorsAI can do 86% of tasks today · workers want 29% automated
- Search Marketing StrategistsAI can do 86% of tasks today · workers want 100% automated
Lower-automation alternatives
Less of these jobs is automatable today: AI experts rate a smaller share of their tasks as doable than the 75% for Management Analysts (Stanford WORKBank).
Management Analysts ranks #31 of 104 studied roles by the share of tasks AI experts rate as do-able today. See which roles top and bottom the list in the most automatable jobs in 2026.