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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

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

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

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

  • Operate equipment to verify operational efficiency.

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

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

  • Install repaired parts into equipment or install new equipment.

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

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

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

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

  • Maintain machine tools in proper operational condition.

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

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

  • 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.

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

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

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

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

  • 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.

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

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

Technologies & Software

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