Takeover Tracker
30%medium risk

Industrial Production Managers

Plan, direct, or coordinate the work activities and resources necessary for manufacturing products in accordance with cost, quality, and quantity specifications.

Higher risk than 38% of occupations
Checking for existing plan...

How AI Impacts Each Task

14 tasks analyzed

Review processing schedules or production orders to make decisions concerning inventory requirements, staffing requirements, work procedures, or duty assignments, considering budgetary limitations and time constraints.

Risk: 53.0%AI: 65EstimatedTime: 15%

Direct or coordinate production, processing, distribution, or marketing activities of industrial organizations.

Risk: 27.0%AI: 30EstimatedTime: 15%

Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports, to detect production problems.

Risk: 55.0%AI: 70EstimatedTime: 10%

Review operations and confer with technical or administrative staff to resolve production or processing problems.

Risk: 27.0%AI: 30EstimatedTime: 10%

Hire, train, evaluate, or discharge staff or resolve personnel grievances.

Risk: 23.0%AI: 20EstimatedTime: 8%

Prepare and maintain production reports or personnel records.

Risk: 86.0%AI: 92EstimatedTime: 8%

Set and monitor product standards, examining samples of raw products or directing testing during processing, to ensure finished products are of prescribed quality.

Risk: 51.0%AI: 60EstimatedTime: 8%

Develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets.

Risk: 49.0%AI: 55EstimatedTime: 6%

Initiate or coordinate inventory or cost control programs.

Risk: 53.0%AI: 65EstimatedTime: 5%

Coordinate or recommend procedures for facility or equipment maintenance or modification, including the replacement of machines.

Risk: 55.0%AI: 70EstimatedTime: 4%

Review plans and confer with research or support staff to develop new products or processes.

Risk: 47.0%AI: 50EstimatedTime: 3%

Institute employee suggestion or involvement programs.

Risk: 25.0%AI: 25EstimatedTime: 3%

Negotiate materials prices with suppliers.

Risk: 31.0%AI: 40EstimatedTime: 3%

Maintain current knowledge of the quality control field, relying on current literature pertaining to materials use, technological advances, or statistical studies.

Risk: 57.0%AI: 75EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

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

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.

Mathematics10%

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

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.

Complex Problem Solving75%

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

Instructing75%

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

Social Perceptiveness90%

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

Persuasion80%

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

Negotiation85%

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

Recommended Courses

Courses matched to Industrial Production 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.6pt risk+$7K/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+$7K/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

-4.3pt risk+$9K/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.

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Score History

Risk score over 3 scoring runs

-1.0

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School1%
High School Diploma7%
Some College3%
Post-Secondary Certificate30%
Associate's Degree15%
Bachelor's Degree42%
Doctoral/Professional Degree2%

Prior Experience Needed

Work experience required to enter this job

3-6 months2%
6 months - 1 year8%
1-2 years1%
2-4 years31%
4-6 years29%
6-8 years13%
8-10 years8%
Over 10 years8%

Training Provided After Hiring

How long it typically takes to learn on the job

None1%
Up to 1 month12%
1-3 months22%
3-6 months14%
6 months - 1 year14%
1-2 years28%
2-4 years6%
4-6 years3%

Related News

Recent articles about AI affecting this occupation

5 articles

Cleveland-Cliffs taps Palantir AI to overhaul steelmaking workflows

The major steel producer is embedding artificial intelligence directly into its operational workflows. This integration will fundamentally change how plant operators and supply chain managers execute their daily manufacturing tasks.

Manufacturing Diveyesterday

Factory AI rollouts face infrastructure bottlenecks, delaying automation

Companies eager to automate manufacturing are hitting a wall because their existing IT networks can't handle AI demands. Adopting a phased infrastructure upgrade is necessary before workers see widespread AI integration on the floor.

Manufacturing Dive3d ago

AI 'Connected Worker' Platforms Gain Traction in Industrial Workplaces

Innovapptive won a Frost & Sullivan award for its AI platform designed to monitor and assist frontline industrial workers. The recognition highlights a growing corporate appetite for AI tools that track employee execution and augment physical labor with digital oversight.

NewsData AI & JobsApr 21

How AI tools are augmenting frontline workers instead of replacing them

New operational systems in manufacturing and healthcare are focusing on making staff more independent rather than eliminating roles. Managers gain better visibility while workers use automated tools to streamline daily tasks.

NewsData AI & JobsApr 21

AWS and Infor Deploy AI Agents to Automate Manufacturing Workflows

Amazon Web Services and Infor are rolling out industry-specific AI agents designed to automate complex manufacturing workflows. Early adopters report significant time savings, signaling a shift toward autonomous systems handling routine operational tasks.

NewsData AI & JobsApr 20

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