Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
AI replacement rate
60%This role is currently tracked with 9 timeline items plus a profile-based replacement estimate.
AI is highly capable of automating and optimizing repetitive tasks in metal and plastic milling and planing, including machine operation, quality control, and predictive maintenance.
Replacement trend
Aggregated from periodic refresh snapshots- 2026-04-2060%
Why this role is rated this way
Structural baseThe core tasks of operating, tending, and monitoring milling and planing machines involve repetitive actions that are highly amenable to automation by AI-powered robotics and automated systems. This reduces the need for constant human presence.
AI-powered computer vision systems can perform real-time, precise quality inspection during machining, identifying defects and ensuring product consistency more effectively and consistently than human monitoring, which leads to higher output quality.
AI algorithms can optimize machining parameters, tool paths, and material usage based on data analysis. This leads to higher efficiency, reduced waste, and improved output quality without requiring constant human intervention to fine-tune operations.
AI can analyze sensor data from machines to predict potential failures, schedule proactive maintenance, and perform diagnostics. This reduces the need for human operators to constantly monitor machine health and troubleshoot issues manually.
Timeline
Relevant news and cases, newest firstMultiple machine tool setters, operators, and tenders set up or operate more than one type of cutting or forming machine tool or robot. Manufacturing facilities typically employ machine workers full time, usually in shifts that include evenings, ...
Open originalSet up, operate, or tend milling or planing machines to mill, plane, shape, groove, or profile metal or plastic work pieces.
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Open originalMove cutters or material manually or by turning handwheels, or engage automatic feeding mechanisms to mill workpieces to specifications. ... Mount attachments and tools, such as pantographs, engravers, or routers, to perform other operations, such as drilling or boring.
Open original51-4081.00 Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Open originalMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic - 51-4035.00 by U.S.
Open originalMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic ... What they do: Set up, operate, or tend milling or planing machines to mill, plane, shape, groove, or profile metal or plastic work pieces.
Open originalSet up, operate, or tend milling or planing machines to mill, plane, shape, groove, or profile metal or plastic work pieces. National estimates for Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic Industry profile ...
Open originalRespirators are common for those in the plastics industry who work near materials that emit dangerous fumes or dust. Employers prefer to hire candidates with high school education, then train machine operators on the job. ... Hot technologies are software skills that employers often ask for in job ads. Some job preparation is needed for milling and planing machine setters, operators, and tenders, metal and plastic.
Open original