Manufacturing Production Technicians
Set up, test, and adjust manufacturing machinery or equipment, using any combination of electrical, electronic, mechanical, hydraulic, pneumatic, or computer technologies.
AI Impact Summary
Manufacturing Production Technicians faces moderate AI displacement risk with a score of 40/100. This occupation has higher AI displacement risk than 82% of all analyzed occupations. Of 30 analyzed tasks, 9 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
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.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Manufacturing Production Technicians skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
Google Technical Writing
by Google
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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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.
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
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% |
Protective Factors
Total protective discount: 29.7%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$77,390
per year
Mean Wage
$79,740
per year
Employment
64K
workers
Wage Range
$47,010 - $114,630
10th - 90th pct
Wage Distribution
Explore other career paths
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Manufacturing Production Technicians professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Equipment Maintenance
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change