Management Analysts

AI Risk Score49%Low Risk

The 49% risk score reflects the overall automation risk of your profession on a scale of 0–100. The higher the score, the more likely parts of your role could be handled by AI, increasing efficiency, but also raising the possibility of job disruption. Nearly all jobs include tasks that are automatable to some degree.

In this role, you 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. includes program analysts and management consultants. Your job is considered Low Risk for AI automation.

Below is your job's AI vulnerability profile with salary trends and employment data, plus detailed breakdowns of tasks, knowledge areas, skills, and abilities. Each item includes AI risk scores and importance ratings to help you prioritize what to focus on. Remember, look for tasks that you can automate in your job to make you more productive, while focus on developing the areas that AI cannot easily automate. Plus, explore the technology section to see what tools and software you'll likely encounter in this role and therefore can look for AI alternatives.

You're already ahead of the curve by checking your risk and exploring your options. This project goes beyond one role, we’re building a global job warning system to help everyone stay ahead of AI. By supporting our research, you’ll unlock your full job profile, including detailed risk breakdowns, trend alerts, and priority access to new research. Supporting our research not only gives you deeper insights into your own role, it helps us keep this project alive for millions of others navigating the future of work, but don't worry, if you are not ready to support us, we provide enough free insights to get you started.

In the meantime explore the sections below, and don't miss the What to do next? section for practical steps you can start today.

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On the job, you would

On-the-job activities and responsibilities that define your role. Each task is analyzed for automation potential and contributes to your overall AI risk assessment.

6/11
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Gather organizational performance information.4.48Risk

Gathering and organizing information is a data-driven task that can be largely automated, though human oversight is needed for context-specific decisions.

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Analyze business or financial data.4.45Risk

Analyzing data and developing solutions is a task that can be largely automated, as it involves data processing and analysis.

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Confer with personnel to coordinate business operations.4.48

Conferring with personnel to ensure system functionality involves interpersonal skills and understanding organizational dynamics, which are less automatable.

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Develop business or financial information systems.3.61Risk

Developing records management programs involves strategic planning and compliance considerations, which can be partially automated but still require human oversight.

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Discuss business strategies, practices, or policies with managers.3.74

Reviewing forms and reports with management involves strategic discussions and decision-making, requiring human judgment and interpersonal skills.

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Analyze jobs using observation, survey, or interview techniques.4.1

Interviewing personnel and conducting on-site observations involve interpersonal skills and qualitative analysis, which are challenging for AI to replicate.

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Advanced Problem AnalysisRisk
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Strategic Decision ImplementationRisk
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Complex System OptimizationRisk

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Knowledge

Theoretical knowledge and understanding required for your position. Knowledge areas are evaluated for AI replacement likelihood and factor into your risk score.

9/24

Skills

Practical abilities and competencies you need to perform your job effectively. Skills are assessed for automation vulnerability and help determine your AI risk level.

9/25

Abilities

Innate and learned capabilities that enable you to succeed in your role. Abilities are analyzed for AI replication potential and contribute to your overall risk assessment.

9/28

Technology Used

Tools, software, and technological systems you use in your work.

9/59
β€’Word processing software
β€’Document management software
β€’Development environment software
β€’Web page creation and editing software
β€’Desktop publishing software
β€’Human resources software
β€’Object or component oriented development software
β€’Data base user interface and query software
β€’Web platform development software
β€’Advanced AI Tools
β€’Machine Learning Platforms
β€’Predictive Analytics Software

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Expert Insights

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Expert comments on the job, click on the expert to see their answers.

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What to do next?

Great news β€” your role is fairly safe for now, but it's smart to stay proactive. Choose your strategy below:

Recommended for Low Risk:

  • β€’ Upskill: Focus on human-centric skills that AI can't easily replicate (creativity, emotional intelligence, strategic thinking)
  • β€’ Use AI: Learn to leverage AI tools to enhance your productivity and stay ahead of the curve
  • β€’ Stay Alert: Monitor changes in your field to maintain your competitive advantage

Each tab contains curated resources designed to help you take the next step. More resources will be added over time.

Frequently Asked Questions

Based on our analysis, a this role has a 49% AI risk score, which is considered low risk. While some tasks in this role may be automated, the profession as a whole is for now, relatively safe from complete replacement. The key is understanding which specific aspects of your job are most vulnerable, some of which are shown on this page.

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