Takeover Tracker
28%medium risk

General and Operations Managers

Plan, direct, or coordinate the operations of public or private sector organizations. Duties and responsibilities include formulating policies, managing daily operations, and planning the use of materials and human resources, but are too diverse and general in nature to be classified in any one functional area of management or administration, such as personnel, purchasing, or administrative services.

Higher risk than 29% of occupations
Checking for existing plan...

How AI Impacts Each Task

17 tasks analyzed

Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.

Risk: 48.3%AI: 53.25ObservedTime: 10%

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

Risk: 23.0%AI: 20EstimatedTime: 15%

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

Risk: 23.0%AI: 20EstimatedTime: 10%

Prepare staff work schedules and assign specific duties.

Risk: 85.2%AI: 90EstimatedTime: 5%

Set prices or credit terms for goods or services based on forecasts of customer demand.

Risk: 49.0%AI: 55ObservedTime: 4%

Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.

Risk: 71.1%AI: 54.7ObservedTime: 5%

Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.

Risk: 51.0%AI: 60EstimatedTime: 8%

Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations.

Risk: 86.0%AI: 92EstimatedTime: 5%

Perform sales floor work, such as greeting or assisting customers, stocking shelves, or taking inventory.

Risk: 19.0%AI: 10EstimatedTime: 4%

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

Risk: 41.0%AI: 35EstimatedTime: 8%

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

Risk: 27.0%AI: 30EstimatedTime: 8%

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

Risk: 23.0%AI: 20EstimatedTime: 5%

Develop or implement product-marketing strategies, including advertising campaigns or sales promotions.

Risk: 52.5%AI: 63.85ObservedTime: 4%

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

Risk: 47.0%AI: 50EstimatedTime: 3%

Implement or oversee environmental management or sustainability programs addressing issues such as recycling, conservation, or waste management.

Risk: 47.0%AI: 50EstimatedTime: 2%

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

Risk: 27.0%AI: 30EstimatedTime: 2%

Plan store layouts or design displays.

Risk: 51.0%AI: 60EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to General and Operations Managers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

Courserabeginner

Google Technical Writing

by Google

12 hoursFree4.7Certificate
Addresses vulnerability: Reading Comprehension

Estimated Impact

-7.2pt risk+$6K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-5.4pt risk+$6K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4.2pt risk+$7K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Alternate Career Paths

See all transitions

Score History

Risk score over 3 scoring runs

-4.8

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma15%
Some College9%
Post-Secondary Certificate19%
Associate's Degree9%
Bachelor's Degree29%
Master's Degree15%
Doctoral/Professional Degree1%
Level 93%

Prior Experience Needed

Work experience required to enter this job

None1%
6 months - 1 year5%
1-2 years11%
2-4 years22%
4-6 years24%
6-8 years9%
8-10 years13%
Over 10 years14%

Training Provided After Hiring

How long it typically takes to learn on the job

None4%
Up to 1 month25%
1-3 months9%
3-6 months18%
6 months - 1 year31%
1-2 years6%
2-4 years3%
4-6 years5%

Related News

Recent articles about AI affecting this occupation

5 articles

Warner Music streamlines leadership, ousting publishing COO

Warner Music Group is eliminating the COO role at its publishing division, Warner Chappell Music. Carianne Marshall will exit at the end of the month as part of a broader restructuring effort.

Varietyyesterday

MBA Programs Race to Adapt to the AI Era

Top business schools are overhauling their curricula to integrate artificial intelligence, ensuring future executives possess the technical fluency required to manage automated workforces.

Bloomberg Technology3d ago

Anthropic's new Claude update lets AI agents autonomously manage parallel tasks

Anthropic has upgraded its platform to allow multiple AI agents to share memory and execute complex workflows simultaneously. This capability pushes AI from simple chatbots to autonomous project managers capable of handling parallel duties.

The Verge AI5d ago

Pion, an agent designed to run any company autonomously

A new autonomous AI agent claims to be capable of managing entire business operations without human intervention. While still experimental, it signals a shift from AI as a co-pilot to AI as a complete management replacement.

AndonlabsSep 14

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis