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.
How AI Impacts Each Task
34 tasks analyzed
Load and unload items from machines, conveyors, and conveyances.
Count finished products to determine if product orders are complete.
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.
Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.
Separate products according to weight, grade, size, or composition of materials used to produce them.
Turn valves to regulate flow of liquids or air, to reverse machines, to start pumps, or to regulate equipment.
Mark or tag identification on parts.
Dump materials such as prepared ingredients into machine hoppers prior to mixing.
Start machines or equipment to begin production processes.
Mix ingredients according to specified procedures or formulas.
Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
Remove products, machine attachments, or waste material from machines.
Tie products in bundles for further processing or shipment, following prescribed procedures.
Record information, such as the number of products tested, meter readings, or dates and times of product production.
Lift raw materials, finished products, and packed items, manually or using hoists.
Read gauges or charts, and record data obtained.
Unclamp and hoist full reels from braiding, winding, or other fabricating machines, using power 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.
Signal coworkers to direct them to move products during the production process.
Clean and lubricate equipment.
Pack and store materials and products.
Prepare raw materials for processing.
Perform minor repairs to machines, such as replacing damaged or worn parts.
Change machine gears, using wrenches.
Help production workers by performing duties of lesser skill, such as supplying or holding materials or tools, or cleaning work areas and equipment.
Attach slings, ropes, or cables to objects such as pipes, hoses, or bundles.
Position spouts or chutes of storage bins so that containers can be filled.
Wash work areas, machines, equipment, vehicles, or products.
Fold products and product parts during processing.
Break up defective products for reprocessing.
Thread ends of items such as thread, cloth, and lace through needles and rollers, and around take-up tubes.
Cut or break flashing from materials or products.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Load and unload items from machines, conveyors, and conveyances. | 40Estimated | 49.0% | 3% | |
| Count finished products to determine if product orders are complete. | 92Estimated | 86.0% | 2% | |
| Operate machinery used in the production process, or assist machine operators. | 45Estimated | 51.0% | 4% | |
| Place products in equipment or on work surfaces for further processing, inspecting, or wrapping. | 50Estimated | 53.0% | 3% | |
| Examine products to verify conformance to quality standards. | 85Estimated | 67.0% | 3% | |
| Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications. | 92Estimated | 86.0% | 2% | |
| Separate products according to weight, grade, size, or composition of materials used to produce them. | 75Estimated | 63.0% | 2% | |
| Turn valves to regulate flow of liquids or air, to reverse machines, to start pumps, or to regulate equipment. | 35Estimated | 47.0% | 2% | |
| Mark or tag identification on parts. | 92Estimated | 86.0% | 2% | |
| Dump materials such as prepared ingredients into machine hoppers prior to mixing. | 40Estimated | 49.0% | 1% | |
| Start machines or equipment to begin production processes. | 50Estimated | 53.0% | 2% | |
| Mix ingredients according to specified procedures or formulas. | 63.75Observed | 58.5% | 1% | |
| Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions. | 92Estimated | 86.0% | 2% | |
| Remove products, machine attachments, or waste material from machines. | 40Estimated | 49.0% | 2% | |
| Tie products in bundles for further processing or shipment, following prescribed procedures. | 50Estimated | 53.0% | 1% | |
| Record information, such as the number of products tested, meter readings, or dates and times of product production. | 23.23Observed | 58.5% | 2% | |
| Lift raw materials, finished products, and packed items, manually or using hoists. | 35Estimated | 47.0% | 3% | |
| Read gauges or charts, and record data obtained. | 14.12Observed | 54.9% | 1% | |
| Unclamp and hoist full reels from braiding, winding, or other fabricating machines, using power hoists. | 35Estimated | 47.0% | 1% | |
| 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. | 70Estimated | 61.0% | 3% | |
| Signal coworkers to direct them to move products during the production process. | 62Estimated | 74.0% | 1% | |
| Clean and lubricate equipment. | 30Estimated | 45.0% | 2% | |
| Pack and store materials and products. | 60Estimated | 57.0% | 3% | |
| Prepare raw materials for processing. | 40Estimated | 49.0% | 2% | |
| Perform minor repairs to machines, such as replacing damaged or worn parts. | 10Estimated | 13.0% | 1% | |
| Change machine gears, using wrenches. | 25Estimated | 43.0% | 1% | |
| Help production workers by performing duties of lesser skill, such as supplying or holding materials or tools, or cleaning work areas and equipment. | 30Estimated | 45.0% | 2% | |
| Attach slings, ropes, or cables to objects such as pipes, hoses, or bundles. | 20Estimated | 41.0% | 1% | |
| Position spouts or chutes of storage bins so that containers can be filled. | 40Estimated | 49.0% | 1% | |
| Wash work areas, machines, equipment, vehicles, or products. | 35Estimated | 47.0% | 1% | |
| Fold products and product parts during processing. | 35Estimated | 47.0% | 10% | |
| Break up defective products for reprocessing. | 35Estimated | 47.0% | 15% | |
| Thread ends of items such as thread, cloth, and lace through needles and rollers, and around take-up tubes. | 20Estimated | 41.0% | 8% | |
| Cut or break flashing from materials or products. | 35Estimated | 47.0% | 18% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics 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.
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.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Leadership 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.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
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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
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis