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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

  • 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.

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

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

  • Install repaired parts into equipment or install new equipment.

  • Operate equipment to verify operational efficiency.

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

  • Maintain machine tools in proper operational condition.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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