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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

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

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

  • 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.

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

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

  • Operate equipment to verify operational efficiency.

  • Maintain machine tools in proper operational condition.

  • 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.

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

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

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

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

  • Install repaired parts into equipment or install new equipment.

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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