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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

  • 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.

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

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

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

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

  • Maintain machine tools in proper operational condition.

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Operate equipment to verify operational efficiency.

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

Technologies & Software

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