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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Maintain machine tools in proper operational condition.

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

  • Prepare working sketches for the illustration of product appearance.

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

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

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

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

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

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

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

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

  • Operate equipment to verify operational efficiency.

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

  • Install repaired parts into equipment or install new equipment.

Technologies & Software

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