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Automation Risk Analysis

Will “Tool Room Machinist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Tool Room 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%

“Tool Room 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

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

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

  • Operate equipment to verify operational efficiency.

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

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

  • Maintain machine tools in proper operational condition.

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

  • Install repaired parts into equipment or install new equipment.

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

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

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

  • 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.

Technologies & Software

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