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Automation Risk Analysis

Will “Precision Machinist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Precision 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%

“Precision 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

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

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

  • Install repaired parts into equipment or install new equipment.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Maintain machine tools in proper operational condition.

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

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

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

Technologies & Software

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