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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

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

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

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

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

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

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

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

  • Maintain stocks of machine parts and machining tools.

  • Slide spacers between buffs on spindles to set spacing.

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles