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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

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

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

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

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

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

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

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

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

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

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

  • Operate equipment to verify operational efficiency.

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

  • 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.

  • 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.

  • 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.

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

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

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

  • Install repaired parts into equipment or install new equipment.

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

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

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

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

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

  • Maintain machine tools in proper operational condition.

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

Technologies & Software

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