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How exposed to AI is a Mixing and Blending Machine Setters, Operators, and Tender?

Of the 19 tasks O*NET lists for mixing and blending machine setters, operators, and tenders, 1 could be done in half the time with a chat window today. 17 cannot be sped up at all. Here is which.

Exposure means published research judged an AI could halve the time a task takes, at the same quality. It does not mean the task stops needing a person. How to read this

Also called
BatchmakerBlenderBlending Technician (Blending Tech)Ink BlenderIssuing OperatorMachine OperatorMixerMixer OperatorOperatorStock Preparation Operator (Stock Prep Operator)
Reachable today Needs software built first Cannot be sped up
19
tasks rated for this occupation
0%
hold a degree, from a survey of only 19
108k
people do this job in the US
63 of 107
least protected in production

Every task, and what AI can do with it

These are O*NET's task statements for this occupation, exactly as written, sorted into the three bands by the ratings behind this report. Nothing has been reworded.

Reachable with a chat window today

1
  • Read work orders to determine production specifications or information

Only with software built on top

1
  • Record operational or production data on specified forms

Cannot be sped up

17
  • Weigh or measure materials, ingredients, or products to ensure conformance to requirements
  • 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
  • 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
What this does not say

This is not a prediction about your job

Nobody surveyed an employer. Tasks are counted equally, so a percentage here is a share of the list rather than a share of your week. And the ratings were made in 2023, which makes every figure a floor rather than a ceiling.

It must never be used to select anyone for redundancy. The full limits are here.

Where to go next

This is the standard task list for the title. The useful next question is which of the tasks you actually do should go near AI, and which should not.

Sort your own tasks Read the full report

Exposure ratings from Eloundou, Manning, Mishkin and Rock, GPTs are GPTs: Labor market impact potential of LLMs, Science 384, 1306–1308, 2024, used under the MIT licence. This page includes information from the O*NET Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. People Team AI has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. Employment figures from the US Bureau of Labor Statistics.