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Automation Risk Analysis

Will “Shot Peening Operator” be Automated?

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AI Exposure Risk

24%

“Shot Peening Operator” will almost certainly 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 24% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

62%

“Shot Peening Operator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 62% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Numerically Controlled Tool Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate computer-controlled tools, machines, or robots to machine or process parts, tools, or other work pieces made of metal, plastic, wood, stone, or other materials. May also set up and maintain equipment.

Avg. Annual Salary $52,900
Avg. Hourly Wage $25.43
Available Jobs (US) 176,950
Job Title & Hierarchy Code (SOC) Computer Numerically Controlled Tool Operators #51-9161
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Numerically Controlled Tool Operators”

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Core Skills & Abilities

  • Listen to machines during operation to detect sounds such as those made by dull cutting tools or excessive vibration, and adjust machines to compensate for problems.

  • Measure dimensions of finished workpieces to ensure conformance to specifications, using precision measuring instruments, templates, and fixtures.

  • Mount, install, align, and secure tools, attachments, fixtures, and workpieces on machines, using hand tools and precision measuring instruments.

  • Lift workpieces to machines manually or with hoists or cranes.

  • Set up and operate computer-controlled machines or robots to perform one or more machine functions on metal or plastic workpieces.

  • Confer with supervisors or programmers to resolve machine malfunctions or production errors or to obtain approval to continue production.

  • Implement changes to machine programs, and enter new specifications, using computers.

  • Calculate machine speed and feed ratios and the size and position of cuts.

  • Modify cutting programs to account for problems encountered during operation, and save modified programs.

  • Input initial part dimensions into machine control panels.

  • Set up future jobs while machines are operating.

  • Stack or load finished items, or place items on conveyor systems.

  • Enter commands or load control media, such as tapes, cards, or disks, into machine controllers to retrieve programmed instructions.

  • Maintain machines and remove and replace broken or worn machine tools, using hand tools.

  • Check to ensure that workpieces are properly lubricated and cooled during machine operation.

  • Adjust machine feed and speed, change cutting tools, or adjust machine controls when automatic programming is faulty or if machines malfunction.

  • Write simple programs for computer-controlled machine tools.

  • Transfer commands from servers to computer numerical control (CNC) modules, using computer network links.

  • Stop machines to remove finished workpieces or to change tooling, setup, or workpiece placement, according to required machining sequences.

  • Examine electronic components for defects or completeness of laser-beam trimming, using microscopes.

  • Remove and replace dull cutting tools.

  • Control coolant systems.

  • Insert control instructions into machine control units to start operation.

  • Monitor machine operation and control panel displays, and compare readings to specifications to detect malfunctions.

  • Review program specifications or blueprints to determine and set machine operations and sequencing, finished workpiece dimensions, or numerical control sequences.

  • Lay out and mark areas of parts to be shot peened and fill hoppers with shot.

  • Clean machines, tooling, or parts, using solvents or solutions and rags.

Technologies & Software

  • Microsoft Excel
  • Kentech PROTALK
  • Enterprise resource planning ERP software
  • Supervisory control and data acquisition SCADA software
  • FaceTime
  • Eko
  • Microsoft Project
  • EZ-CAM
  • CGTech Vericut CNC
  • Microsoft Word
  • Sight Machine AI
  • Kentech Kipware Studio
  • Vero International VISI-Series
  • Computer aided design CAD software
  • CNC Mastercam
  • BobCAD-CAM
  • Cognex Vision AI
  • Vero Software SURFCAM
  • Microsoft PowerPoint
  • Virtual Gibbs CADD/CAM
  • SmartCAMcnc SmartCAM
  • 1CadCam Unigraphics
  • KCD cabinet design software
  • Dassault Systemes CATIA
  • Siemens Industrial AI
  • PTC Creo Parametric
  • G-code
  • ABB AI Robotics
  • Kentech Kipware T CNC
  • Mastercam computer-aided design and manufacturing software
  • IMSI TurboCAD
  • Cadem seeNC Mill
  • PartMaker SwissCAM
  • EditCNC
  • HOMAG WoodWOP
  • ExtraTech Machine Tools Suite
  • Computer aided manufacturing CAM software
  • Microsoft Office software
  • Cadem NCnet
  • Predator DNC
  • Delcam PowerMILL
  • Microsoft Outlook
  • TekSoft CAMWorks
  • FlashCut CNC
  • Dassault Systemes SolidWorks
  • CNC Consulting Machinists' Calculator
  • SigmaTEK SigmaNEST
  • Vero Software Edgecam
  • Cadem CAPSMill
  • Kentech Kipware M CNC
  • SAP software
  • Kentech Kipware X CNC
  • Work inspection software
  • Kentech machine shop software
  • JETCAM
  • Kentech Kipware Trig Kalculator
  • M-code
  • Autodesk AutoCAD
  • MDSI OpenCNC
  • Rockwell Automation AI
  • DP Technology ESPRIT
  • ERP software
  • Cadem CAPSTurn
  • UGS Solid Edge
  • Direct motion computer numerically controlled CNC software
  • MUMPS M
  • 8 axis lathes
  • Horizontal machining tools
  • Pin gauges
  • Vertical milling machines
  • Soft jaws
  • Manual mills
  • Computer numerical control CNC edge banders
  • Industrial ovens
  • Metal band saws
  • Computer numerical control press brakes
  • Computerized numerical control CNC routers
  • Wheeled forklifts
  • Turning centers
  • Dial calipers
  • Tapping machines
  • Computer numerical control CNC routers
  • Optical comparators
  • Milling machines
  • Height gauges
  • Desktop computers
  • Swiss style lathes
  • Laser printers
  • Drill presses
  • Coordinate measuring machines CMM
  • Thread gauges
  • Controllers
  • Electrical discharge machines EDM
  • Grinders
  • Borers
  • Gauges
  • Threading machines
  • Slot micrometers
  • Bench grinders
  • 5 axis lathes
  • Scribers
  • Computer numerical controlled CNC milling machines
  • Computerized numerical control CNC turning centers
  • Hand clamps
  • Boring bars
  • 2/3 axis computer numerically controlled CNC milling machines
  • Deburring tools
  • Reamers
  • Material hoists
  • Bore gauges
  • Jog mode operation joy sticks
  • Twist drills
  • Computer numerical control CNC vertical lathes
  • Buffers
  • Computerized numerical control CNC lathes
  • Go/no go test equipment
  • Welding lenses
  • Vernier calipers
  • Welding shields
  • Power drills
  • Programmable logic controllers PLC
  • Portable welding equipment
  • Micrometers
  • Comparators
  • Personal computers
  • Vises
  • Power sanders
  • Twin spindle lathes
  • Swiss screw machines
  • Bore mills
  • Surface grinding machines
  • Dial indicators
  • Lathes
  • Automatic measuring equipment
  • Computerized numerical control CNC tappers
  • Computerized numerical control CNC laser cutting equipment
  • 0-1 drop indicators
  • Keyway broaches

Alternative Job Titles