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Automation Risk Analysis

Will “Development Mechanic” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Development 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%

“Development 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

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

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

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

  • Operate equipment to verify operational efficiency.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

  • Maintain machine tools in proper operational condition.

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

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

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

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

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

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

Technologies & Software

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