Packers and Packagers, Hand
Pack or package by hand a wide variety of products and materials.
How AI Impacts Each Task
13 tasks analyzed
Record product, packaging, and order information on specified forms and records.
Examine and inspect containers, materials, and products to ensure that packing specifications are met.
Measure, weigh, and count products and materials.
Mark and label containers, container tags, or products, using marking tools.
Load materials and products into package processing equipment.
Place or pour products or materials into containers, using hand tools and equipment, or fill containers from spouts or chutes.
Clean containers, materials, supplies, or work areas, using cleaning solutions and hand tools.
Remove completed or defective products or materials, placing them on moving equipment, such as conveyors, or in specified areas, such as loading docks.
Transport packages to customers' vehicles.
Assemble, line, and pad cartons, crates, and containers, using hand tools.
Obtain, move, and sort products, materials, containers, and orders, using hand tools.
Seal containers or materials, using glues, fasteners, nails, and hand tools.
Examine and inspect containers, materials, or products to ensure that product quality and packing specifications are met.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Record product, packaging, and order information on specified forms and records. | 92Estimated | 86.0% | 5% | |
| Examine and inspect containers, materials, and products to ensure that packing specifications are met. | 75Estimated | 63.0% | 5% | |
| Measure, weigh, and count products and materials. | 87Estimated | 84.0% | 5% | |
| Mark and label containers, container tags, or products, using marking tools. | 70Estimated | 61.0% | 5% | |
| Load materials and products into package processing equipment. | 50Estimated | 53.0% | 10% | |
| Place or pour products or materials into containers, using hand tools and equipment, or fill containers from spouts or chutes. | 50Estimated | 53.0% | 15% | |
| Clean containers, materials, supplies, or work areas, using cleaning solutions and hand tools. | 40Estimated | 49.0% | 5% | |
| Remove completed or defective products or materials, placing them on moving equipment, such as conveyors, or in specified areas, such as loading docks. | 60Estimated | 57.0% | 10% | |
| Transport packages to customers' vehicles. | 20Estimated | 17.0% | 5% | |
| Assemble, line, and pad cartons, crates, and containers, using hand tools. | 45Estimated | 51.0% | 10% | |
| Obtain, move, and sort products, materials, containers, and orders, using hand tools. | 55Estimated | 55.0% | 10% | |
| Seal containers or materials, using glues, fasteners, nails, and hand tools. | 50Estimated | 53.0% | 10% | |
| Examine and inspect containers, materials, or products to ensure that product quality and packing specifications are met. | 75Estimated | 63.0% | 5% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension 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.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization 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.
Leadership 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.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
Courses matched to Packers and Packagers, Hand skill gaps, ranked by relevance to your displacement risk profile.
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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
GNC Uses AI Powered Drones to Track Inventory in 250,000 sq/ft Warehouse
Corvus Robotics is deploying autonomous drones in an Indiana facility to handle tedious inventory management tasks. Rather than replacing staff, the technology is reportedly improving daily conditions for human employees.
Claire's opens automated Illinois distribution center to reduce manual handling
The retailer launched a new 250,000-square-foot facility in Elgin, Illinois, specifically designed to minimize manual product handling. This investment signals a continuing shift away from traditional warehouse labor toward automated logistics.
Burlington Opens Automated 2M-Sq-Ft Distribution Center
The retailer launched a massive 2 million-square-foot facility equipped with advanced automation to handle inventory. This signals a continued retail shift toward automated logistics, potentially altering warehouse staffing needs.
How AI Vision Systems and Smart Robotics Are Reshaping Warehouse Work
Autonomous mobile robots and AI-powered vision systems are rapidly advancing to handle complex warehouse operations. This shift demands new infrastructure strategies while fundamentally changing the skill sets required on the factory floor.
Nestlé ups automation use with latest distribution center
A massive 700,000-square-foot facility is being equipped with advanced robotics to handle logistics. This move signals a continued shift toward automated supply chains, potentially reducing the need for traditional warehouse labor.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis