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Automation Risk Analysis

Will “Fixture Maker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Fixture Maker” 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%

“Fixture Maker” 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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Operate equipment to verify operational efficiency.

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

  • Prepare working sketches for the illustration of product appearance.

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

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

  • 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.

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

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

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

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

  • Maintain machine tools in proper operational condition.

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

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

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

Technologies & Software

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