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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

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

  • Maintain machine tools in proper operational condition.

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

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

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

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

  • 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.

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

  • 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.

  • Operate equipment to verify operational efficiency.

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

  • Install repaired parts into equipment or install new equipment.

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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