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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

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

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

  • Prepare working sketches for the illustration of product appearance.

  • 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.

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

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

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

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

  • 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.

  • 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.

  • 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.

  • Install repaired parts into equipment or install new equipment.

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

  • Operate equipment to verify operational efficiency.

  • 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.

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

  • Maintain machine tools in proper operational condition.

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

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

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

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

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

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

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

Technologies & Software

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