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Automation Risk Analysis

Will “Wind Turbine Machinist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Wind Turbine 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%

“Wind Turbine 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

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

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

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

  • Maintain machine tools in proper operational condition.

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

  • 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.

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

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

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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

  • 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.

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

  • Prepare working sketches for the illustration of product appearance.

Technologies & Software

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