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Will AI replace Management Analysts?

Conduct organizational studies and evaluations, design systems and procedures, conduct work simplification and measurement studies, and prepare operations and procedures manuals to assist management in operating more efficiently and effectively. The percentage shown is a task-exposure model, not a prediction of certain job loss.

O*NET 30.3 · 13-1111.00 · modeled exposure, not guaranteed job loss
MODERATE TASK EXPOSURE
55%
Estimated share of representative tasks exposed to current AI capabilities.
Task automation shareⓘ
55%Automatable
Automatable55%
Augmentable23%
Hard to automate22%
Based on analysis of representative responsibilities and current AI capability maturity.
Category#
Finance & Legal
Back office / Ops
Modeled pay midpoint$
$61,700/yr
Directional estimate — verify locally
Time until impact⌁
2–4 years
Earliest 2027 · widespread 2029–2031
Task-level replaceability ⓘ
Representative tasks ranked from highest to lowest AI exposure.
◇Gather and organize information on problems or procedures.65%
⚙Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.56%
▥Analyze data gathered and develop solutions or alternative methods of proceeding.46%
✦Licensed accountability and complex judgment15%
✦Interpreting unusual, high-stakes cases11%
Impact timeline ⓘ
How AI assistance may move from early support to wider adoption.
2027Next2029–2031
Early impactAI begins supporting gather and organize information on problems or procedures..
Role reshapingRepeatable tasks become faster and more automated.
Wider adoptionThe role centers more on licensed accountability and complex judgment.
2–4 yearsdirectional confidence window
HOW AI CHANGES THIS JOBtyping the logic in plain English
01>Start with the real work done by Management Analysts.
02>AI can help with: Gather and organize information on problems or procedures.
03>If a task is repetitive and easy to check, AI pressure goes up.
04>But a person is still needed for: Licensed accountability and complex judgment.
05>Likely result: AI is more likely to change this job than remove it.
06>Important: 55% is estimated task exposure—not a 55% chance of losing the job.
What AI can do
Gather and organize information on problems or procedures.MEDIUM-HIGH
Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.MEDIUM
Analyze data gathered and develop solutions or alternative methods of proceeding.MEDIUM
How estimates work →
Your human moat
◆

Licensed accountability and complex judgment

MEDIUM-HIGH

Combined with interpreting unusual, high-stakes cases, this keeps a human in the loop.

Strength7.8
Similar-role comparison
RoleRisk
Management Analysts55%
Insurance Underwriters56%
Project Management Specialists54%
Financial Auditor53%
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Why this score?

✓The model evaluates 3 representative core tasks.
✓The role mixes repeatable work with human judgment.
✓Occupation and task language comes from O*NET 30.3.
✓The strongest human advantage is licensed accountability and complex judgment.
Research basis

O*NET 30.3 occupation tasks plus the ILO 2025 exposure framework. Scores are directional estimates.

Read ILO research →
Data: O*NET 30.3 · Model framework: ILO 2025About O*NETShare report
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