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Automation Risk Analysis

Will “Machine Fitter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Machine Fitter” 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%

“Machine Fitter” 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

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

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

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

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

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

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

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

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

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

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

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

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

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

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

  • Maintain machine tools in proper operational condition.

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

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

  • Operate equipment to verify operational efficiency.

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

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

  • Install repaired parts into equipment or install new equipment.

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

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

Technologies & Software

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