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Automation Risk Analysis

Will “Machine Repair Person” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Machine Repair Person” 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 Repair Person” 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

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

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

  • Operate equipment to verify operational efficiency.

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

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

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

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

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

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

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

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

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

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

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

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

  • Maintain machine tools in proper operational condition.

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

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

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

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

  • Install repaired parts into equipment or install new equipment.

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

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

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

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

Technologies & Software

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