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Automation Risk Analysis

Will “Experimental Machinist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Experimental Machinist” 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%

“Experimental Machinist” 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

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

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

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

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

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

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

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

  • Operate equipment to verify operational efficiency.

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

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

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

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

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

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

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

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

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

  • Install repaired parts into equipment or install new equipment.

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

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

  • Maintain machine tools in proper operational condition.

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

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

Technologies & Software

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