Takeover Tracker
40%medium risk

Manufacturing Production Technicians

Set up, test, and adjust manufacturing machinery or equipment, using any combination of electrical, electronic, mechanical, hydraulic, pneumatic, or computer technologies.

Higher risk than 82% of occupations
Checking for existing plan...

How AI Impacts Each Task

30 tasks analyzed

Set up and verify the functionality of safety equipment.

Risk: 47.0%AI: 35EstimatedTime: 4%

Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.

Risk: 78.0%AI: 72EstimatedTime: 4%

Calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges.

Risk: 47.0%AI: 35EstimatedTime: 5%

Monitor and adjust production processes or equipment for quality and productivity.

Risk: 59.0%AI: 65EstimatedTime: 6%

Inspect finished products for quality and adherence to customer specifications.

Risk: 65.0%AI: 80EstimatedTime: 5%

Troubleshoot problems with equipment, devices, or products.

Risk: 52.8%AI: 64.42ObservedTime: 6%

Test products or subassemblies for functionality or quality.

Risk: 61.0%AI: 70EstimatedTime: 5%

Provide advice or training to other technicians.

Risk: 31.0%AI: 40EstimatedTime: 3%

Set up and operate production equipment in accordance with current good manufacturing practices and standard operating procedures.

Risk: 51.0%AI: 45EstimatedTime: 6%

Select cleaning materials, tools, or equipment.

Risk: 82.0%AI: 82EstimatedTime: 2%

Plan and lay out work to meet production and schedule requirements.

Risk: 86.0%AI: 92EstimatedTime: 3%

Install new manufacturing equipment.

Risk: 13.0%AI: 10EstimatedTime: 3%

Assist engineers in developing, building, or testing prototypes or new products, processes, or procedures.

Risk: 47.0%AI: 50EstimatedTime: 4%

Start up and shut down processing equipment.

Risk: 57.0%AI: 60EstimatedTime: 3%

Prepare and assemble materials.

Risk: 51.0%AI: 45EstimatedTime: 4%

Keep manufacturing production logs.

Risk: 88.0%AI: 97EstimatedTime: 3%

Measure and record data associated with operating equipment.

Risk: 71.9%AI: 56.67ObservedTime: 3%

Build product subassemblies or final assemblies.

Risk: 53.0%AI: 50EstimatedTime: 5%

Prepare production documents, such as standard operating procedures, manufacturing batch records, inventory reports, or productivity reports.

Risk: 88.0%AI: 97EstimatedTime: 3%

Provide production, progress, or changeover reports to shift supervisors.

Risk: 88.0%AI: 97EstimatedTime: 2%

Maintain inventory of job materials.

Risk: 86.0%AI: 92EstimatedTime: 3%

Clean production equipment or work areas.

Risk: 47.0%AI: 35EstimatedTime: 3%

Conduct environmental safety inspections in accordance with standard protocols to ensure that production activities comply with environmental regulations or standards.

Risk: 78.0%AI: 72EstimatedTime: 3%

Transfer hazardous or nonhazardous waste materials to collection areas for disposal, recycling, or reuse.

Risk: 49.0%AI: 40EstimatedTime: 2%

Clean scrap materials for recycling or reuse, such as preparing aluminum scrap for cold-bonding processes or preparing paper for pulping or ink removal processes.

Risk: 49.0%AI: 40EstimatedTime: 2%

Collect hazardous or nonhazardous waste or scrap materials in correctly labeled barrels or other containers.

Risk: 49.0%AI: 40EstimatedTime: 2%

Package finished products.

Risk: 57.0%AI: 60EstimatedTime: 2%

Separate scrap or waste materials for recycling, reuse, or environmentally sound disposal.

Risk: 59.0%AI: 65EstimatedTime: 2%

Build packaging for finished products.

Risk: 53.0%AI: 50EstimatedTime: 2%

Ship packages, following carrier specifications.

Risk: 57.0%AI: 60EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics 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.

Information Ordering5%

High reliance on Information Ordering 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.

Mathematics10%

Mathematics 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)

Adaptability/Flexibility85%

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

Equipment Maintenance78%

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

Leadership88%

Leadership 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.

Manual Dexterity80%

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

Coordination70%

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

Service Orientation82%

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

Social Perceptiveness90%

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

Recommended Courses

Courses matched to Manufacturing Production Technicians 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

-7pt risk+$4K/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

-5.3pt risk+$4K/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

-3.7pt risk+$4K/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.

Score History

Risk score over 2 scoring runs

+0.2

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma26%
Some College26%
Post-Secondary Certificate9%
Associate's Degree22%
Bachelor's Degree17%

Prior Experience Needed

Work experience required to enter this job

None4%
6 months - 1 year17%
1-2 years26%
2-4 years30%
4-6 years13%
6-8 years4%
8-10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month17%
1-3 months17%
3-6 months22%
6 months - 1 year30%
1-2 years9%
2-4 years4%

Related News

Recent articles about AI affecting this occupation

5 articles

AI and Automation Fuel a Stealth US Manufacturing Boom

Billions are pouring into US factories as companies leverage advanced robotics to onshore production. This shift is creating new high-tech manufacturing roles while reducing reliance on traditional manual labor.

WSJ AIApr 20

Google to provide $10M for Manufacturing Institute AI training programs

The funding will create two new AI courses and expand apprenticeship initiatives for factory workers. This aims to upskill the manufacturing workforce as automation adoption accelerates on the shop floor.

Manufacturing DiveApr 15

How manufacturers are testing physical AI before making big investments

Tech giants like Deloitte, TCS, and Microsoft are building dedicated testing centers for physical automation. These hubs allow manufacturers to trial robotics and AI systems before committing, accelerating the deployment of factory-floor automation.

Manufacturing DiveApr 13

Manufacturing Tech Upgrades Shift Factory Floor Skill Demands

Companies are rapidly replacing legacy operational systems with modern, automated platforms to scale production. This digital overhaul is changing the daily responsibilities of factory workers, requiring them to manage software rather than manual tasks.

Manufacturing DiveApr 13

AI Moves from Analytics to Action, Reshaping Factory Jobs

Industrial AI is shifting from simply analyzing data to autonomously executing operational decisions on the floor. This transition means human workers are moving from active decision-makers to supervisors of autonomous manufacturing systems.

Manufacturing DiveApr 13

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