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Automation Risk Analysis

Will “Hydroelectric Component Machinist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Hydroelectric Component 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%

“Hydroelectric Component 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.

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

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

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

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

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

  • 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.

  • Maintain machine tools in proper operational condition.

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

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

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

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

  • Calculate dimensions or tolerances, using instruments, such as micrometers or vernier calipers.

  • 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.

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

  • Install repaired parts into equipment or install new equipment.

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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