Last Update: 3/13/2026
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 ensure a business runs smoothly by planning, organizing, and overseeing daily operations to meet goals and solve problems.
This role is evolving
The career of General and Operations Managers is labeled as "Evolving" because AI tools are being integrated to help with routine tasks like scheduling and data analysis, making these processes faster and more efficient. However, the role still requires human skills such as creativity, judgment, and the ability to lead and motivate teams, which AI cannot fully replicate.
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 General and Operations Managers is labeled as "Evolving" because AI tools are being integrated to help with routine tasks like scheduling and data analysis, making these processes faster and more efficient. However, the role still requires human skills such as creativity, judgment, and the ability to lead and motivate teams, which AI cannot fully replicate.
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
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Anthropic's Observed Exposure
AI Resilience
Based on observed patterns of how Claude is being used across occupational tasks in real conversations
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
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
General Ops Managers
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
General and operations managers do many tasks, and some of these are now partly aided by technology. For example, AI-driven scheduling tools are emerging: a recent report notes that smart scheduling software can “generate schedules at the right times” much faster than manual methods [1]. Similarly, supply-chain and procurement systems are starting to use AI: Gartner predicts that soon half of supply-chain solutions will use “intelligent agents” to order or monitor stock automatically [2] [2].
Many companies also use data-analysis and business-intelligence software (often AI-powered) to scan financial and sales reports and find trends quickly. One Harvard Business Review analysis notes that newer AI methods can cut decision-making time “from days to minutes” by giving better data insights [3]. Still, the most human parts of management are not fully automated.
Tasks like directing teams, setting strategy, designing promotions, or hiring people need judgment and creativity. These complex duties remain mostly in human hands [4] [2].

AI in the real world
Whether managers actually get AI help depends on many factors. On the plus side, useful AI tools already exist for routine tasks (like scheduling and data review) and are becoming cheaper to use. For instance, the spread of cloud computing has “reduced the cost of deploying end-to-end, AI-driven solutions” for things like workforce scheduling [1].
Experts say that as a result, more firms are trying these tools to boost efficiency and profits [2] [1]. However, adoption can be slow. Small to mid-size businesses may find the upfront cost and complexity high compared to just using people or simpler software.
And managers worry about trust and fairness: using AI for hiring or evaluations raises questions about bias and control. In practice, companies tend to adopt AI quickly where it clearly saves time or money, but they keep humans in charge of the people-focused, creative side of operations [2] [1].

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Median Wage
$102,950
Jobs (2024)
3,712,900
Growth (2024-34)
+4.4%
Annual Openings
308,700
Education
Bachelor's degree
Experience
5 years or more
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Plan or direct activities such as sales promotions that require coordination with other department managers.
Perform personnel functions such as selection, training, or evaluation.
Plan store layouts or design displays.
Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.
Recommend locations for new facilities or oversee the remodeling or renovating of current facilities.
Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.
Implement or oversee environmental management or sustainability programs addressing issues such as recycling, conservation, or waste management.
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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