Production & ManufacturingO*NET: 51-9012.00
Will AI Replace Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders?
Set up, operate, or tend continuous flow or vat-type equipment; filter presses; shaker screens; centrifuges; condenser tubes; precipitating, fermenting, or evaporating tanks; scrubbing towers; or batch stills. These machines extract, sort, or separate liquids, gases, or solids from other materials to recover a refined product. Includes dairy processing equipment operators.
81out of 100
Critical Risk
AI Risk Score
81/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
14
🤖 What AI Can Do
- â–¸Dump, pour, or load specified amounts of refined or unrefined materials into equipment or containers for further processing or storage.
- â–¸Operate machines to process materials in compliance with applicable safety, energy, or environmental regulations.
- â–¸Monitor material flow or instruments, such as temperature or pressure gauges, indicators, or meters, to ensure optimal processing conditions.
- â–¸Examine samples to verify qualities such as clarity, cleanliness, consistency, dryness, or texture.
- â–¸Communicate processing instructions to other workers.
- â–¸Maintain logs of instrument readings, test results, or shift production for entry in computer databases.
👤 What Requires Humans
- â–¸Providing empathy and emotional support
- â–¸Creative problem-solving in ambiguous contexts
- â–¸Physical tasks requiring fine motor skills and dexterity
Task Breakdown
🤖AI Can Automate (7)
- Dump, pour, or load specified amounts of refined or unrefined materials into equipment or containers for further processing or storage.
- Operate machines to process materials in compliance with applicable safety, energy, or environmental regulations.
- Monitor material flow or instruments, such as temperature or pressure gauges, indicators, or meters, to ensure optimal processing conditions.
- Examine samples to verify qualities such as clarity, cleanliness, consistency, dryness, or texture.
- Communicate processing instructions to other workers.
- Maintain logs of instrument readings, test results, or shift production for entry in computer databases.
- Remove clogs, defects, or impurities from machines, tanks, conveyors, screens, or other processing equipment.
âš¡AI-Assisted (7)
- Turn valves or move controls to admit, drain, separate, filter, clarify, mix, or transfer materials.
- Set up or adjust machine controls to regulate conditions such as material flow, temperature, or pressure.
- Start agitators, shakers, conveyors, pumps, or centrifuge machines.
- Inspect machines or equipment for hazards, operating efficiency, malfunctions, wear, or leaks.
- Collect samples of materials or products for laboratory analysis.
- Turn valves to pump sterilizing solutions or rinse water through pipes or equipment or to spray vats with atomizers.
- Clean or sterilize tanks, screens, inflow pipes, production areas, or equipment, using hoses, brushes, scrapers, or chemical solutions.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 3.75/5.00
Critical ThinkingAI-Resistant
Importance: 3.12/5.00
Monitoring
Importance: 3.12/5.00
Operation and Control
Importance: 3.12/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.12/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.00/5.00
Active Listening
Importance: 3.00/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.00/5.00
Time ManagementAI-Resistant
Importance: 3.00/5.00
WritingAI-Vulnerable
Importance: 2.88/5.00
Speaking
Importance: 2.88/5.00
Active LearningAI-Resistant
Importance: 2.88/5.00
CoordinationAI-Resistant
Importance: 2.88/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.88/5.00
Equipment Maintenance
Importance: 2.88/5.00
Related Occupations
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87/100 — Critical Risk
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86/100 — Critical Risk
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
74/100 — High Risk
Chemical Equipment Operators and Tenders
86/100 — Critical Risk
Chemical Plant and System Operators
87/100 — Critical Risk
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Frequently Asked Questions
Based on our analysis, Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders have a critical risk of AI replacement with a score of 81/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research