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Automation Risk Analysis

Will “Thermometer Maker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Thermometer 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%

“Thermometer 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

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

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

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

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

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

  • Maintain machine tools in proper operational condition.

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

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

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

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

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

  • 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.

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

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

  • 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.

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

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

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

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

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

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

  • Operate equipment to verify operational efficiency.

Technologies & Software

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