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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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Install repaired parts into equipment or install new equipment.

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

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

  • 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.

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

  • 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.

  • Maintain machine tools in proper operational condition.

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

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

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

Technologies & Software

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