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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.

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

  • Maintain machine tools in proper operational condition.

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

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

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

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

  • Install repaired parts into equipment or install new equipment.

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

  • 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.

  • 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.

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

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

  • Operate equipment to verify operational efficiency.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Prepare working sketches for the illustration of product appearance.

Technologies & Software

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