Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Management Analysts:

57.8%

Median Score

Meaningful human contribution

Low

Long-term employer demand

High

Sustained economic opportunity

High

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient management analysis work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For management analysts, all eight sources had data, but the AI exposure sources were divided: AI Resilience Model, Anthropic, Microsoft, and OpenAI Signals saw low human contribution, while Will Robots Take My Job disagreed. That split keeps confidence at medium-high. Strong hiring and solid pay mobility pushed the overall score up to "Mostly Resilient."

AI Resilience Report forManagement Analysts

$101,860 median salary•94,100 annual openings•SOC Code: 13-1111.00

Management Analysts are somewhat more resilient to AI impacts than most occupations, according to our analysis of 8 sources.

Management analysts land in the "Mostly Resilient" category because while AI is taking over a lot of the time-consuming research and data crunching, the heart of this career still depends on deeply human skills that AI simply cannot replicate. Things like interviewing employees, reading a room, building trust with nervous clients during big organizational changes, and making judgment calls in messy, real-world situations are still very much a human job.

Learn more about how you can thrive in this position

This role is mostly resilient

Management analysts land in the "Mostly Resilient" category because while AI is taking over a lot of the time-consuming research and data crunching, the heart of this career still depends on deeply human skills that AI simply cannot replicate. Things like interviewing employees, reading a room, building trust with nervous clients during big organizational changes, and making judgment calls in messy, real-world situations are still very much a human job.

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Analysis of current AI resilience

Management Analysts

Updated quarterly

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More Career Info

Career: Management Analysts

They help businesses run better by studying how they work and suggesting improvements to make them more efficient and successful.

Employment & Wage Data

Median Wage

$101,860

Jobs (2025)

1,077,100

Growth (2025-35)

+10.1%

Annual Openings

94,100

Education

Bachelor's degree

Experience

Less than 5 years

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

82% ResilienceCore Task

Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.

2

78% ResilienceCore Task

Interview personnel and conduct on-site observation to ascertain unit functions, work performed, and methods, equipment, and personnel used.

3

62% ResilienceSupplemental

Recommend purchase of storage equipment and design area layout to locate equipment in space available.

4

58% ResilienceCore Task

Prepare manuals and train workers in use of new forms, reports, procedures or equipment, according to organizational policy.

5

55% ResilienceCore Task

Review forms and reports and confer with management and users about format, distribution, and purpose, identifying problems and improvements.

6

52% ResilienceCore Task

Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.

7

45% ResilienceCore Task

Design, evaluate, recommend, and approve changes of forms and reports.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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