Production & ManufacturingO*NET: 51-9198.00
Will AI Replace Helpers--Production Workers?
Help production workers by performing duties requiring less skill. Duties include supplying or holding materials or tools, and cleaning work area and equipment.
86out of 100
Critical Risk
AI Risk Score
86/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
11
🤖 What AI Can Do
- ▸Operate machinery used in the production process, or assist machine operators.
- ▸Place products in equipment or on work surfaces for further processing, inspecting, or wrapping.
- ▸Examine products to verify conformance to quality standards.
- ▸Start machines or equipment to begin production processes.
👤 What Requires Humans
- ▸Lift raw materials, finished products, and packed items, manually or using hoists.
- ▸Transfer finished products, raw materials, tools, or equipment between storage and work areas of plants and warehouses, by hand or using hand trucks or powered lift trucks.
- ▸Help production workers by performing duties of lesser skill, such as supplying or holding materials or tools, or cleaning work areas and equipment.
Task Breakdown
🤖AI Can Automate (4)
- Operate machinery used in the production process, or assist machine operators.
- Place products in equipment or on work surfaces for further processing, inspecting, or wrapping.
- Examine products to verify conformance to quality standards.
- Start machines or equipment to begin production processes.
👤Requires Humans (3)
- Lift raw materials, finished products, and packed items, manually or using hoists.
- Transfer finished products, raw materials, tools, or equipment between storage and work areas of plants and warehouses, by hand or using hand trucks or powered lift trucks.
- Help production workers by performing duties of lesser skill, such as supplying or holding materials or tools, or cleaning work areas and equipment.
⚡AI-Assisted (4)
- Load and unload items from machines, conveyors, and conveyances.
- Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
- Remove products, machine attachments, or waste material from machines.
- Pack and store materials and products.
Key Skills Analysis
Active Listening
Importance: 2.88/5.00
Monitoring
Importance: 2.88/5.00
Speaking
Importance: 2.75/5.00
Critical ThinkingAI-Resistant
Importance: 2.75/5.00
Operations MonitoringAI-Vulnerable
Importance: 2.75/5.00
Reading ComprehensionAI-Vulnerable
Importance: 2.62/5.00
Social PerceptivenessAI-Resistant
Importance: 2.62/5.00
CoordinationAI-Resistant
Importance: 2.62/5.00
Operation and Control
Importance: 2.62/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 2.62/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.25/5.00
Judgment and Decision MakingAI-Resistant
Importance: 2.25/5.00
Time ManagementAI-Resistant
Importance: 2.25/5.00
Service OrientationAI-Resistant
Importance: 2.12/5.00
Equipment Maintenance
Importance: 2.12/5.00
Related Occupations
Helpers--Installation, Maintenance, and Repair Workers
61/100 — High Risk
Helpers--Extraction Workers
78/100 — High Risk
Machine Feeders and Offbearers
86/100 — Critical Risk
Helpers--Carpenters
83/100 — Critical Risk
Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters
84/100 — Critical Risk
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Frequently Asked Questions
Based on our analysis, Helpers--Production Workers have a critical risk of AI replacement with a score of 86/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research