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Automation Risk Analysis

Will “Four-Slide Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Four-Slide Operator” will maybe 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

65%

“Four-Slide 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 65% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Machinists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up and operate a variety of machine tools to produce precision parts and instruments out of metal. Includes precision instrument makers who fabricate, modify, or repair mechanical instruments. May also fabricate and modify parts to make or repair machine tools or maintain industrial machines, applying knowledge of mechanics, mathematics, metal properties, layout, and machining procedures.

Avg. Annual Salary $57,390
Avg. Hourly Wage $27.59
Available Jobs (US) 298,790
Job Title & Hierarchy Code (SOC) Machinists #51-4041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Machinists”

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Core Skills & Abilities

  • Separate scrap waste and related materials for reuse, recycling, or disposal.

  • Install experimental parts or assemblies, such as hydraulic systems, electrical wiring, lubricants, or batteries into machines or mechanisms.

  • Lay out, measure, and mark metal stock to display placement of cuts.

  • Monitor the feed and speed of machines during the machining process.

  • Align and secure holding fixtures, cutting tools, attachments, accessories, or materials onto machines.

  • Dismantle machines or equipment, using hand tools or power tools to examine parts for defects and replace defective parts where needed.

  • Set up or operate metalworking, brazing, heat-treating, welding, or cutting equipment.

  • Fit and assemble parts to make or repair machine tools.

  • Establish work procedures for fabricating new structural products, using a variety of metalworking machines.

  • Install repaired parts into equipment or install new equipment.

  • Check work pieces to ensure that they are properly lubricated or cooled.

  • Operate equipment to verify operational efficiency.

  • Confer with engineering, supervisory, or manufacturing personnel to exchange technical information.

  • Program computers or electronic instruments, such as numerically controlled machine tools.

  • Set up, adjust, or operate basic or specialized machine tools used to perform precision machining operations.

  • Calculate dimensions or tolerances, using instruments, such as micrometers or vernier calipers.

  • Machine parts to specifications, using machine tools, such as lathes, milling machines, shapers, or grinders.

  • Test experimental models under simulated operating conditions, for purposes such as development, standardization, or feasibility of design.

  • Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.

  • Prepare working sketches for the illustration of product appearance.

  • Support metalworking projects from planning and fabrication through assembly, inspection, and testing, using knowledge of machine functions, metal properties, and mathematics.

  • Maintain machine tools in proper operational condition.

  • Evaluate machining procedures and recommend changes or modifications for improved efficiency or adaptability.

  • Advise clients about the materials being used for finished products.

  • Dispose of scrap or waste material in accordance with company policies and environmental regulations.

  • Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.

  • Diagnose machine tool malfunctions to determine need for adjustments or repairs.

  • Confer with numerical control programmers to check and ensure that new programs or machinery will function properly and that output will meet specifications.

  • Design fixtures, tooling, or experimental parts to meet special engineering needs.

Technologies & Software

  • JETCAM
  • Dassault Systemes CATIA
  • Nova (Amazon)
  • Sight Machine AI
  • Kentech Kipware Trig Kalculator
  • GRZ Software MeshCAM
  • OneCNC CAD/CAM
  • Dassault Systemes SolidWorks
  • Siemens Industrial AI
  • Kimi (Moonshot AI)
  • JobBOSS
  • OnShape
  • Kentech Kipware Studio
  • Cognex Vision AI
  • G-code
  • DeepSeek
  • Claude (Anthropic)
  • Microsoft Excel
  • Computer aided manufacturing CAM software
  • Microsoft Outlook
  • Grok (xAI)
  • Qwen (Alibaba)
  • IMSI TurboCAD
  • Autodesk HSMWorks
  • Autodesk Fusion 360
  • Siemens NX
  • Mastercam computer-aided design and manufacturing software
  • CNC Mastercam
  • Rockwell Automation AI
  • SAP software
  • ChatGPT (OpenAI)
  • ERP software
  • Computer aided design CAD software
  • SolidCAM CAM software
  • Mazak Mazatrol SMART CNC
  • Gemini (Google)
  • Autodesk AutoCAD
  • Microsoft Office software
  • Microsoft Word
  • Vero Software SURFCAM
  • Mistral (Mistral AI)
  • EditCNC
  • PTC Creo Parametric
  • CNC Consulting Machinists' Calculator
  • Microsoft PowerPoint
  • ABB AI Robotics
  • Armchair Machinist software
  • Hexagon Metrology PC-DMIS
  • 3D Printing software
  • Llama (Meta)
  • 3-axis computerized numerical control CNC machines
  • Sharpening equipment
  • Deburring tools
  • Torches
  • Surface gauges
  • Steel rules
  • Pry bars
  • Flywheel lathes
  • Adjustable wrenches
  • Aviation snips
  • Vernier calipers
  • Power drills
  • Chucks
  • Screw pitch gauges
  • Square chisels
  • Heat-treating equipment
  • Side cutting pliers
  • Combination pliers
  • Grinders
  • Chippers
  • Machine shop rigging equipment
  • Marking blocks
  • Micrometers
  • Staging equipment
  • Utility knives
  • Milling machines
  • Metal shears
  • Scribers
  • Gauges
  • Inside spring calipers
  • Platforms
  • Radius gauges
  • Ladders
  • Sine bars
  • Binocular light compound microscopes
  • Center drills
  • Arbor presses
  • Channel lock pliers
  • Computerized numerical control CNC turning lathes
  • Hacksaws
  • Parallel blocks
  • Ball peen hammers
  • Half-round files
  • Desktop computers
  • Horizontal mills
  • Hex keys
  • Chamfer tools
  • Swaging tools
  • Angled feeler gauges
  • Outside micrometers
  • Horizontal lathes
  • Valve grinding machines
  • Cylinder honers
  • Boring tools
  • Threading machines
  • Boring bars
  • Personal computers
  • Pillar drill machines
  • Surface grinding machines
  • Outside spring calipers
  • Soldering equipment
  • Tungsten inert gas TIG welding equipment
  • Wedges
  • Brass hammers
  • Planer gauges
  • Calipers
  • V blocks
  • Dial indicators
  • Knee mills
  • Bandsaws
  • Machinists' squares
  • Power sanders
  • Handheld welders
  • Hermaphrodite calipers
  • Undercut tools
  • Welding lenses
  • Metal inert gas MIG welders
  • Machinists' hammers
  • Ratchet sets
  • Angle plates
  • Hand clamps
  • Inside micrometers
  • Brake presses
  • Height gauges
  • Edge finders
  • Workshop cranes
  • Cutoff saws
  • Combination drills
  • Steel wedges
  • Metal spray equipment
  • Screwdrivers
  • Breaker lathes
  • Vernier gear tooth calipers
  • Portable welding equipment
  • Hex wrenches
  • Composition hammers
  • Crankshaft grinders
  • Vernier bevel protractors
  • Broachers
  • Oxyacetylene welding equipment
  • Tube benders
  • Brazing equipment
  • Milling vises
  • Hand saws
  • Radial drill presses
  • Dial calipers
  • Shims
  • Grinding wheel arbors
  • Putty knives
  • Sandblasters
  • Metal cutting taps
  • Planers
  • Vertical turret lathes VTL
  • Punches
  • Flat files
  • Cylindrical grinders
  • Needlenose pliers
  • Single-cut mill saw files
  • Shielded arc welding tools
  • Turning lathes
  • Pipe threaders
  • Cold saws
  • Plasma welders
  • Beverly shears
  • Anvils
  • Ring gauges
  • Spirit levels
  • Drum lathes
  • Buffers
  • Shapers
  • Lathes
  • Reamers
  • Sensitive drill presses
  • Rubber mallets
  • Resurfacing machines
  • Engine lathes
  • Vertical milling machines
  • Vernier height gauges
  • Prick punches
  • Spindle blade screwdrivers
  • Sledgehammers
  • Computerized numerical control CNC machining centers
  • Radial drills
  • Horizontal boring bars
  • Shears
  • Coordinate measuring machines CMM
  • Phillips head screwdrivers
  • Full face shields
  • Hydraulic presses
  • Centrifugal spin casters
  • Power hacksaws
  • Personal digital assistants PDA
  • Magnetic retrievers
  • Laser printers
  • Turret lathes
  • Thread gauges
  • Tongs
  • Telescoping gauges
  • Forklifts
  • Feeler gauges
  • Multi-axis computerized numerical control CNC machines
  • Jointers
  • Combination wrenches
  • Welding shields
  • Socket wrench sets
  • Cold chisels
  • Milling angle form cutters
  • Pipe wrenches
  • Grinding dogs