Resilient

Last Update: 8/30/2026

AI Resilience Score for General Ops Managers:

71.1%

Median Score

Meaningful human contribution

Med

Long-term employer demand

High

Sustained economic opportunity

High

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient general and operations manager 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 general and operations managers, all eight sources had data, with some disagreement on AI exposure: AI Resilience Model saw more AI risk while Will Robots Take My Job and OpenAI Signals saw strong human contribution, landing confidence at medium-high. Strong demand and economic signals pushed the score up, earning a "Resilient" label.

AI Resilience Report forGeneral and Operations Managers

$105,770 median salary•285,000 annual openings•SOC Code: 11-1021.00

General and Operations Managers are more resilient to AI impacts than most occupations, according to our analysis of 8 sources.

General and Operations Managers are labeled "Resilient" because the heart of this job relies on skills that AI simply cannot replicate, like coaching employees, making judgment calls under pressure, negotiating with other leaders, and setting strategy for an organization. While AI tools are taking over time-consuming tasks like pulling reports, drafting schedules, and summarizing updates, those tools still need a human manager to interpret the results and decide what to do next.

Learn more about how you can thrive in this position

This role is resilient

General and Operations Managers are labeled "Resilient" because the heart of this job relies on skills that AI simply cannot replicate, like coaching employees, making judgment calls under pressure, negotiating with other leaders, and setting strategy for an organization. While AI tools are taking over time-consuming tasks like pulling reports, drafting schedules, and summarizing updates, those tools still need a human manager to interpret the results and decide what to do next.

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Analysis of current AI resilience

General Ops Managers

Updated quarterly

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Latest AI news for General Ops Managers

These articles highlight how AI is reshaping the role of General and Operations Managers, emphasizing AI's potential to enhance efficiency and decision-making. For instance, the IBM article outlines ten transformative ways AI streamlines operations, enabling managers to focus on strategic initiatives. Additionally, the Quickbase piece discusses how AI eliminates repetitive tasks, allowing leaders to concentrate on innovation. Understanding these advancements can empower students to build a resilient career in operations management, leveraging AI to drive organizational success while minimizing job displacement risks.

More Career Info

Career: General and Operations Managers

They ensure a business runs smoothly by planning, organizing, and overseeing daily operations to meet goals and solve problems.

Parent Careers

Employment & Wage Data

Median Wage

$105,770

Jobs (2025)

3,599,000

Growth (2025-35)

+5.0%

Annual Openings

285,000

Education

Bachelor's degree

Experience

5 years or more

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

93% ResilienceCore Task

Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.

2

92% ResilienceCore Task

Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.

3

91% ResilienceSupplemental

Recommend locations for new facilities, or oversee the remodeling or renovating of current facilities.

4

90% ResilienceCore Task

Direct administrative activities directly related to making products or providing services.

5

90% ResilienceCore Task

Plan or direct activities, such as sales promotions, that require coordination with other department managers.

6

88% ResilienceCore Task

Perform personnel functions, such as selection, training, or evaluation.

7

88% ResilienceSupplemental

Direct non-merchandising departments of businesses, such as advertising or purchasing.

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.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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