Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
AI replacement rate
50%This role is currently tracked with 10 timeline items plus a profile-based replacement estimate.
This role involves operating and tending industrial machinery for separating, filtering, and clarifying materials. While hands-on setup and complex troubleshooting still require human expertise, routine monitoring, process optimization, and basic machine tending are increasingly susceptible to AI and robotic automation.
Replacement trend
Aggregated from periodic refresh snapshots- 2026-04-2050%
Why this role is rated this way
Structural baseThe core functions of setting, operating, and tending separation and filtration machines often involve highly repetitive tasks and adherence to precise operational rules. AI and robotic systems excel at performing such rule-based and repetitive actions consistently and efficiently, reducing the need for constant human oversight in these areas.
Advanced AI and industrial IoT can continuously monitor machine performance, material flow, and output quality in real-time. This allows for automated adjustments to optimize processes like separation and filtration, minimizing human intervention for routine parameter tuning and quality control checks.
Tasks like loading raw materials, unloading finished products, and performing routine physical checks or maintenance on separating and filtering machinery can be handled by robotic arms or automated guided vehicles (AGVs). This reduces the manual labor component of the role and shifts human involvement towards supervision and complex problem-solving.
AI-powered diagnostic tools can analyze sensor data to predict potential machine failures or process deviations before they occur. This proactive approach streamlines maintenance efforts and can reduce the need for operators to perform frequent manual inspections or reactive troubleshooting, allowing for more efficient operation with fewer human resources.
Timeline
Relevant news and cases, newest firstA person in a mid-career Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders role with 5-9 years of experience makes an average salary of $34,520 a year. Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders with 10 or more years of experience make an average of $42,840.
Open originalJob Description for 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; ...
Open original... Whether they’re brewers, cheesemakers, or paper producers, workers with the formal title of separating, filtering, clarifying, precipitating, and still machine workers, operate equipment that separates liquid, gases, and solids out to yield a refined product.
Open originalSet 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 ...
Open originalIndustries with the highest published employment and wages for Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders are provided.
Open originalHow do they match: 51-9012.00 - Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders by U.S.
Open originalThese machines extract, sort, or separate liquids, gases, or solids from other materials to recover a refined product. Includes dairy processing equipment operators. Sample of reported job titles: Blender / Cook, Brewer, Cellar Worker, Cheese ...
Open originalMonitor material flow or instruments, such as temperature or pressure gauges, indicators, or meters, to ensure optimal processing conditions. Turn valves or move controls to admit, drain, separate, filter, clarify, mix, or transfer materials.
Open originalThese machines extract, sort, or separate liquids, gases, or solids from other materials to recover a refined product. Includes dairy processing equipment operators. Sample of reported job titles: Blender, Brewer, Cellar Worker, Digester Cook, Machine Tender, Paper Machine Tender, Plant Operator, ...
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