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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

  • Input initial part dimensions into machine control panels.

  • Control coolant systems.

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

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

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

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

  • Set up future jobs while machines are operating.

  • 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.

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

  • Remove and replace dull cutting tools.

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

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

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

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

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

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

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

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

  • Write simple programs for computer-controlled machine tools.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles