Manufacturing Production Technicians
Set up, test, and adjust manufacturing machinery or equipment, using any combination of electrical, electronic, mechanical, hydraulic, pneumatic, or computer technologies.
How AI Impacts Each Task
30 tasks analyzed
Set up and verify the functionality of safety equipment.
Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.
Calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges.
Monitor and adjust production processes or equipment for quality and productivity.
Inspect finished products for quality and adherence to customer specifications.
Troubleshoot problems with equipment, devices, or products.
Test products or subassemblies for functionality or quality.
Provide advice or training to other technicians.
Set up and operate production equipment in accordance with current good manufacturing practices and standard operating procedures.
Select cleaning materials, tools, or equipment.
Plan and lay out work to meet production and schedule requirements.
Install new manufacturing equipment.
Assist engineers in developing, building, or testing prototypes or new products, processes, or procedures.
Start up and shut down processing equipment.
Prepare and assemble materials.
Keep manufacturing production logs.
Measure and record data associated with operating equipment.
Build product subassemblies or final assemblies.
Prepare production documents, such as standard operating procedures, manufacturing batch records, inventory reports, or productivity reports.
Provide production, progress, or changeover reports to shift supervisors.
Maintain inventory of job materials.
Clean production equipment or work areas.
Conduct environmental safety inspections in accordance with standard protocols to ensure that production activities comply with environmental regulations or standards.
Transfer hazardous or nonhazardous waste materials to collection areas for disposal, recycling, or reuse.
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.
Collect hazardous or nonhazardous waste or scrap materials in correctly labeled barrels or other containers.
Package finished products.
Separate scrap or waste materials for recycling, reuse, or environmentally sound disposal.
Build packaging for finished products.
Ship packages, following carrier specifications.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Set up and verify the functionality of safety equipment. | 35Estimated | 47.0% | 4% | |
| Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance. | 72Estimated | 78.0% | 4% | |
| Calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges. | 35Estimated | 47.0% | 5% | |
| Monitor and adjust production processes or equipment for quality and productivity. | 65Estimated | 59.0% | 6% | |
| Inspect finished products for quality and adherence to customer specifications. | 80Estimated | 65.0% | 5% | |
| Troubleshoot problems with equipment, devices, or products. | 64.42Observed | 52.8% | 6% | |
| Test products or subassemblies for functionality or quality. | 70Estimated | 61.0% | 5% | |
| Provide advice or training to other technicians. | 40Estimated | 31.0% | 3% | |
| Set up and operate production equipment in accordance with current good manufacturing practices and standard operating procedures. | 45Estimated | 51.0% | 6% | |
| Select cleaning materials, tools, or equipment. | 82Estimated | 82.0% | 2% | |
| Plan and lay out work to meet production and schedule requirements. | 92Estimated | 86.0% | 3% | |
| Install new manufacturing equipment. | 10Estimated | 13.0% | 3% | |
| Assist engineers in developing, building, or testing prototypes or new products, processes, or procedures. | 50Estimated | 47.0% | 4% | |
| Start up and shut down processing equipment. | 60Estimated | 57.0% | 3% | |
| Prepare and assemble materials. | 45Estimated | 51.0% | 4% | |
| Keep manufacturing production logs. | 97Estimated | 88.0% | 3% | |
| Measure and record data associated with operating equipment. | 56.67Observed | 71.9% | 3% | |
| Build product subassemblies or final assemblies. | 50Estimated | 53.0% | 5% | |
| Prepare production documents, such as standard operating procedures, manufacturing batch records, inventory reports, or productivity reports. | 97Estimated | 88.0% | 3% | |
| Provide production, progress, or changeover reports to shift supervisors. | 97Estimated | 88.0% | 2% | |
| Maintain inventory of job materials. | 92Estimated | 86.0% | 3% | |
| Clean production equipment or work areas. | 35Estimated | 47.0% | 3% | |
| Conduct environmental safety inspections in accordance with standard protocols to ensure that production activities comply with environmental regulations or standards. | 72Estimated | 78.0% | 3% | |
| Transfer hazardous or nonhazardous waste materials to collection areas for disposal, recycling, or reuse. | 40Estimated | 49.0% | 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. | 40Estimated | 49.0% | 2% | |
| Collect hazardous or nonhazardous waste or scrap materials in correctly labeled barrels or other containers. | 40Estimated | 49.0% | 2% | |
| Package finished products. | 60Estimated | 57.0% | 2% | |
| Separate scrap or waste materials for recycling, reuse, or environmentally sound disposal. | 65Estimated | 59.0% | 2% | |
| Build packaging for finished products. | 50Estimated | 53.0% | 2% | |
| Ship packages, following carrier specifications. | 60Estimated | 57.0% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
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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 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
Related News
Recent articles about AI affecting this occupation

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.

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