As of June 2026, Mixing and Blending Machine Setters, Operators, and Tenders has an AI-exposure score of 52/100 (Elevated exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.

AI Exposure Score for

Mixing and Blending Machine Setters, Operators, and Tenders

52/100
Elevated exposure
LowModerateElevatedHighVery High

More exposed than 38% of the roles we track. Median pay ~US$48,990. About 8,800 projected openings a year (BLS 2024–34 — growth plus replacement).

Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.

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How you compare to similar Production roles

Mixing and Blending Machine Setters, Operators, and Tenders (you)
52
Adhesive Bonding Machine Operators and Tenders
52
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
52
Packaging and Filling Machine Operators and Tenders
52
Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
52
Hydroelectric Plant Technicians
53
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Your tasks, by AI exposure

Automatable
  • Record operational or production data on specified forms.
  • Tend accessory equipment, such as pumps or conveyors, to move materials or ingredients through production processes.
  • Stop mixing or blending machines when specified product qualities are obtained and open valves and start pumps to transfer mixtures.
  • Read work orders to determine production specifications or information.
  • Collect samples of materials or products for laboratory testing.
  • Test samples of materials or products to ensure compliance with specifications, using test equipment.
  • Examine materials, ingredients, or products visually or with hands to ensure conformance to established standards.
  • Observe production or monitor equipment to ensure safe and efficient operation.
Augmentable
  • 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.
  • Mix or blend ingredients by starting machines and mixing for specified times.
  • Dislodge and clear jammed materials or other items from machinery or equipment, using hand tools.
  • Open valves to drain slurry from mixers into storage tanks.
  • Dump or pour specified amounts of materials into machinery or equipment.
  • Compound or process ingredients or dyes, according to formulas.
  • Weigh or measure materials, ingredients, or products to ensure conformance to requirements.
  • Unload mixtures into containers or onto conveyors for further processing.
  • Add or mix chemicals or ingredients for processing, using hand tools or other devices.
  • Transfer materials, supplies, or products between work areas, using moving equipment or hand tools.
  • Clean and maintain equipment, using hand tools.
  • Clean work areas.
Durable

No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (60%).

Safer adjacent roles

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
72% skills overlap · Elevated exposure · ~US$48,540
52
Food Batchmakers
64% skills overlap · Elevated exposure · ~US$42,290
55
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
56% skills overlap · Elevated exposure · ~US$43,530
54
Machine Feeders and Offbearers
48% skills overlap · Elevated exposure · ~US$41,220
51
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
40% skills overlap · Elevated exposure · ~US$45,760
55
Adhesive Bonding Machine Operators and Tenders
40% skills overlap · Elevated exposure · ~US$46,460
52
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
40% skills overlap · Elevated exposure · ~US$48,040
54

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.