Home / AI Risk Index / Management Analyst
Will AI replace Management Analyst?
Business and Financial Operations · $101,860 median pay · Bachelor's degree
Automation exposure
How much of the work AI can already do
More exposed than 74% of the occupations in the index.
Averaged across 11 O*NET tasks, weighted by importance.
AI assistance potential
How much AI tools make the worker more capable
Management analysts perform knowledge-intensive work that heavily relies on data gathering, information synthesis, qualitative/quantitative analysis, and the creation of detailed reports, manuals, and client presentations. Current AI tools—particularly LLMs and advanced data analytics platforms—dramatically accelerate desk research, interview transcript summarization, process manual drafting, and quantitative modeling. An AI-fluent management analyst can evaluate larger datasets, generate structured process workflows, and produce polished deliverables in a fraction of the time required by traditional methods. While human engagement remains critical for stakeholder interviews, change management, and executive relationship building, AI fluency has quickly become a key differentiator in consulting and organizational design capabilities.
What the work involves and who it suits, beyond AI.
What the two scores mean
Automation exposure is how much of the work current AI can already perform. A high score means the tasks are exposed, not that the job will disappear: how employers use that is a separate question.
AI assistance potential is how much AI tools make a worker in this occupation more capable. It is upside, not risk — a job can score high on both.
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