51-9012.00
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.
The robots are coming for your paycheck
More at risk than 84% of occupations we track
Disruption Vector
Physical Robots
Physical robotics, autonomous machines, and automated equipment are the main threat to the physical tasks in this occupation.
Separating, filtering, and distillation machine operators run industrial separation equipment in chemical, pharmaceutical, and food processing where advanced process control and AI process optimization have reduced the need for manual adjustment. Monitoring, sampling, changeover, and cleaning-in-place operations retain human involvement. The 2025-2027 outlook is flat; process automation is mature in this space and employment is driven by industrial production demand rather than further AI-driven displacement.
Salary & Job Outlook
AI Risk Timeline
Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.
Skills Analysis — AI Vulnerability
Career Pivot Paths
If you're a Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders, consider pivoting toward these lower-risk roles:
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Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
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I just checked if I'm cooked as a Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders 🤖 AI risk score: 8.7/10 — High Risk "Let's just say your LinkedIn is about to get very busy." Check yours 👇 https://amicooked-five.vercel.app/results/51-9012.00 #AmICooked #AI #FutureOfWork
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You're more at risk than a Environmental Engineers (score: 1.7). Maybe it's time to rethink.
This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →