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Automation Risk Analysis

Will “Experimental Mechanic” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Experimental Mechanic” 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%

“Experimental Mechanic” 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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

  • Maintain machine tools in proper operational condition.

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

  • Operate equipment to verify operational efficiency.

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

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

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

  • Install repaired parts into equipment or install new equipment.

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

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

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

  • 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.

  • Prepare working sketches for the illustration of product appearance.

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

Technologies & Software

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