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Automation Risk Analysis

Will “Manufacturing Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Manufacturing Associate” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

63%

“Manufacturing Associate” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 63% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up, operate, or tend grinding and related tools that remove excess material or burrs from surfaces, sharpen edges or corners, or buff, hone, or polish metal or plastic work pieces.

Avg. Annual Salary $46,600
Avg. Hourly Wage $22.41
Available Jobs (US) 70,110
Job Title & Hierarchy Code (SOC) Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic #51-4033
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic”

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Core Skills & Abilities

  • Lift and position workpieces, manually or with hoists, and secure them in hoppers or on machine tables, faceplates, or chucks, using clamps.

  • Measure workpieces and lay out work, using precision measuring devices.

  • Thread and hand-feed materials through machine cutters or abraders.

  • Set up, operate, or tend grinding and related tools that remove excess material or burrs from surfaces, sharpen edges or corners, or buff, hone, or polish metal or plastic workpieces.

  • Adjust air cylinders and setting stops to set traverse lengths and feed arm strokes.

  • Move machine controls to index workpieces, and to adjust machines for pre-selected operational settings.

  • Inspect or measure finished workpieces to determine conformance to specifications, using measuring instruments, such as gauges or micrometers.

  • Select machine tooling to be used, using knowledge of machine and production requirements.

  • Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.

  • Observe machine operations to detect any problems, making necessary adjustments to correct problems.

  • Mount and position tools in machine chucks, spindles, or other tool holding devices, using hand tools.

  • Compute machine indexings and settings for specified dimensions and base reference points.

  • Set and adjust machine controls according to product specifications, using knowledge of machine operation.

  • Repair or replace machine parts, using hand tools, or notify engineering personnel when corrective action is required.

  • Maintain stocks of machine parts and machining tools.

  • Activate machine start-up switches to grind, lap, hone, debar, shear, or cut workpieces, according to specifications.

  • Slide spacers between buffs on spindles to set spacing.

  • Brush or spray lubricating compounds on workpieces, or turn valve handles and direct flow of coolant against tools and workpieces.

Technologies & Software

  • Rockwell Automation AI
  • Microsoft Windows
  • Mazak Mazatrol SMART CNC
  • Manufacturing reporting system
  • Microsoft Office software
  • Sight Machine AI
  • SAP software
  • Microsoft Excel
  • Cognex Vision AI
  • Autodesk AutoCAD
  • ABB AI Robotics
  • Siemens Industrial AI
  • Pipe chamfering machines
  • Outer diameter OD grinders
  • Metal polishing machines
  • Digital calipers
  • Vernier calipers
  • Barrel finishing machines
  • Digital radius gauges
  • Cylinder grinders
  • Bore gauges
  • Metalworking surface plates
  • Hand deburring tools
  • Electric overhead travelling EOT cranes
  • Inner diameter ID grinders
  • Buffing machines
  • Gage pins
  • Surface grinding machines
  • Digital comparators
  • Power hoists
  • Computer numerical control CNC grinding machines
  • Computerized microscopes
  • Angle grinders
  • Universal grinding machines
  • Coordinate measuring machines CMM
  • Digital micrometers
  • Limit gauges
  • Gage blocks
  • Chuck wrenches
  • Bench clamps

Alternative Job Titles