Last Update: 2/17/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
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
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.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
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 analysisContributing 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
Microsoft's Working with AI
AI Applicability
Anthropic's Economic Index
AI Resilience
Will Robots Take My Job
Automation Resilience
High Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Management Analysts
Updated Quarterly • Last Update: 2/17/2026

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].

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].

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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
AI-generated estimates of task resilience over the next 3 years
Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.
Interview personnel and conduct on-site observation to ascertain unit functions, work performed, and methods, equipment, and personnel used.
Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.
Prepare manuals and train workers in use of new forms, reports, procedures or equipment, according to organizational policy.
Review forms and reports and confer with management and users about format, distribution, and purpose, and to identify problems and improvements.
Design, evaluate, recommend, and approve changes of forms and reports.
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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