Production · SOC 51-9022
Hand grinding and polishing demand tactile skill and visual judgment that robotics cannot yet match on varied part geometries.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Robotic polishing is expanding in high-volume automotive and aerospace shops, but the varied geometries and custom parts that define most of this workforce will delay broad displacement past 2030.
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$47,260 median pay
$40,550 median pay
$61,870 median pay
$99,670 median pay
$83,400 median pay
AI job-risk card
Grinding and Polishing Workers, Hand is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Grinding and Polishing Workers, Hand is 28/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
28 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Filing surfaces to blueprint specifications using templates, Recording product and processing data on forms. Harder to automate: Marking defects — knotholes, cracks — for targeted repair, Loading and positioning workpieces manually, Moving controls to adjust speed and pressure mid-process, Maintaining and repairing hand and power tools.
Lean into Precision hand finishing techniques, Abrasives and tooling knowledge, Blueprint and tolerance reading, Industrial tool maintenance. Consider roles such as Tool and die finisher or Quality inspection technician or CNC grinding machine operator.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.