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Automation Risk Analysis

Will “Outside Ship Machinist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Outside Ship Machinist” 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%

“Outside Ship Machinist” 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

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

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

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

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

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

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

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

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

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

  • Install repaired parts into equipment or install new equipment.

  • Maintain machine tools in proper operational condition.

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

  • Operate equipment to verify operational efficiency.

Technologies & Software

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