Mixing and Blending Machine Setters, Operators, and Tenders
Set up, operate, or tend machines to mix or blend materials, such as chemicals, tobacco, liquids, color pigments, or explosive ingredients.
How AI Impacts Each Task
20 tasks analyzed
Weigh or measure materials, ingredients, or products to ensure conformance to requirements.
Read work orders to determine production specifications or information.
Compound or process ingredients or dyes, according to formulas.
Observe production or monitor equipment to ensure safe and efficient operation.
Mix or blend ingredients by starting machines and mixing for specified times.
Dump or pour specified amounts of materials into machinery or equipment.
Collect samples of materials or products for laboratory testing.
Operate or tend machines to mix or blend any of a wide variety of materials, such as spices, dough batter, tobacco, fruit juices, chemicals, livestock feed, food products, color pigments, or explosive ingredients.
Add or mix chemicals or ingredients for processing, using hand tools or other devices.
Stop mixing or blending machines when specified product qualities are obtained and open valves and start pumps to transfer mixtures.
Examine materials, ingredients, or products visually or with hands to ensure conformance to established standards.
Transfer materials, supplies, or products between work areas, using moving equipment or hand tools.
Test samples of materials or products to ensure compliance with specifications, using test equipment.
Record operational or production data on specified forms.
Tend accessory equipment, such as pumps or conveyors, to move materials or ingredients through production processes.
Unload mixtures into containers or onto conveyors for further processing.
Clean and maintain equipment, using hand tools.
Open valves to drain slurry from mixers into storage tanks.
Dislodge and clear jammed materials or other items from machinery or equipment, using hand tools.
Clean work areas.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Weigh or measure materials, ingredients, or products to ensure conformance to requirements. | 75Estimated | 63.0% | 6% | |
| Read work orders to determine production specifications or information. | 36.68Observed | 63.9% | 3% | |
| Compound or process ingredients or dyes, according to formulas. | 70Estimated | 61.0% | 6% | |
| Observe production or monitor equipment to ensure safe and efficient operation. | 87Estimated | 84.0% | 10% | |
| Mix or blend ingredients by starting machines and mixing for specified times. | 80Estimated | 65.0% | 8% | |
| Dump or pour specified amounts of materials into machinery or equipment. | 45Estimated | 51.0% | 8% | |
| Collect samples of materials or products for laboratory testing. | 40Estimated | 49.0% | 2% | |
| Operate or tend machines to mix or blend any of a wide variety of materials, such as spices, dough batter, tobacco, fruit juices, chemicals, livestock feed, food products, color pigments, or explosive ingredients. | 70Estimated | 61.0% | 15% | |
| Add or mix chemicals or ingredients for processing, using hand tools or other devices. | 30Estimated | 45.0% | 5% | |
| Stop mixing or blending machines when specified product qualities are obtained and open valves and start pumps to transfer mixtures. | 75Estimated | 63.0% | 4% | |
| Examine materials, ingredients, or products visually or with hands to ensure conformance to established standards. | 65Estimated | 59.0% | 4% | |
| Transfer materials, supplies, or products between work areas, using moving equipment or hand tools. | 60Estimated | 57.0% | 5% | |
| Test samples of materials or products to ensure compliance with specifications, using test equipment. | 72Estimated | 78.0% | 3% | |
| Record operational or production data on specified forms. | 31.75Observed | 61.9% | 4% | |
| Tend accessory equipment, such as pumps or conveyors, to move materials or ingredients through production processes. | 70Estimated | 61.0% | 4% | |
| Unload mixtures into containers or onto conveyors for further processing. | 60Estimated | 57.0% | 4% | |
| Clean and maintain equipment, using hand tools. | 20Estimated | 41.0% | 3% | |
| Open valves to drain slurry from mixers into storage tanks. | 80Estimated | 65.0% | 2% | |
| Dislodge and clear jammed materials or other items from machinery or equipment, using hand tools. | 10Estimated | 13.0% | 2% | |
| Clean work areas. | 20Estimated | 41.0% | 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 Information Ordering 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.
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.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Instructing 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
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Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis