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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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Maintain machine tools in proper operational condition.

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

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

  • 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.

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

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

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

  • Prepare working sketches for the illustration of product appearance.

  • 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.

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

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

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

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

Technologies & Software

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