Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

57.8%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Management Analysts

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

This role is evolving

The career of a Management Analyst is labeled as "Evolving" because AI is changing how analysts work by taking over routine data tasks, like sorting through reports and finding patterns. However, the human elements of creativity, judgment, and communication with clients remain essential and can't be easily replaced by machines.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

This role is evolving

The career of a Management Analyst is labeled as "Evolving" because AI is changing how analysts work by taking over routine data tasks, like sorting through reports and finding patterns. However, the human elements of creativity, judgment, and communication with clients remain essential and can't be easily replaced by machines.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Evolving iconEvolving

68.8%

68.8%

Microsoft's Working with AI

AI Applicability

Learn about this score
Changing fast iconChanging fast

4.4%

4.4%

Anthropic's Economic Index

Changing fast iconChanging fast

25.7%

25.7%

Will Robots Take My Job

Automation Resilience

Learn about this score
Stable iconStable

74.4%

74.4%

High Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

8.8%

Growth Percentile:

90.8%

Annual Openings:

98,100

Annual Openings Pct:

88.4%

Analysis of Current AI Resilience

Management Analysts

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Management analysts do a mix of data work and people work [1]. AI can help with the data side: for example, advanced tools can quickly sift through reports or large spreadsheets to find patterns and to draft summaries. One expert notes that AI can act like a “data assistant” – rapidly analyzing information and suggesting structures for problems [2].

Many companies already use computerized systems to organize records. However, tasks involving human judgment and communication remain hard to automate. Visiting a worksite, interviewing staff, and understanding how people feel about changes rely on human skills [1] [2].

Even if AI writes a draft report, a person usually needs to interpret the results and give advice. In practice, AI tools can speed up routine data gathering and analysis, but the creative problem‐solving and client‐communication parts of the job still depend on people [2] [1].

Sources

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AI Adoption

AI in the real world

Whether firms quickly adopt AI for these tasks depends on costs, benefits, and trust. AI tools (like GPT-based chatbots) are widely available now and inexpensive to try, so some companies are already experimenting [1]. If AI can save time by automating parts of the analysis, businesses may use it to stay competitive.

On the other hand, managers also weigh the costs of new tech versus hiring analysts (who often earn over $100,000 a year [1]). Ethics and privacy are also concerns – one review warns of “security and ethical challenges” when using AI in consulting [2]. Because clients expect careful, trustworthy advice, firms will likely add AI gradually.

In short, AI will change how analysts work, taking on some repetitive tasks. But high-level judgment, creativity, and personal communication are still very important, so humans remain at the center of this career [1] [2].

Sources

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More Career Info

Career: Management Analysts

Employment & Wage Data

Median Wage

$101,190

Jobs (2024)

1,075,100

Growth (2024-34)

+8.8%

Annual Openings

98,100

Education

Bachelor's degree

Experience

Less than 5 years

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

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

1

70% ResilienceCore Task

Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.

2

65% ResilienceCore Task

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

3

60% ResilienceCore Task

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

4

55% ResilienceCore Task

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

5

50% ResilienceCore Task

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

6

50% ResilienceCore Task

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

7

50% ResilienceSupplemental

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

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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