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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

  • 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.

  • 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.

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

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

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

  • Operate equipment to verify operational efficiency.

  • 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.

  • 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.

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

  • 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.

  • Maintain machine tools in proper operational condition.

  • 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.

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

  • Install repaired parts into equipment or install new equipment.

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

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

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

Technologies & Software

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