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Automation Risk Analysis

Will “Light 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%

“Light 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%

“Light 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.

  • Operate equipment to verify operational efficiency.

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

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

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

  • 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.

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

  • Maintain machine tools in proper operational condition.

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

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

  • 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.

  • Install repaired parts into equipment or install new equipment.

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

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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