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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

  • Maintain machine tools in proper operational condition.

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

  • Operate equipment to verify operational efficiency.

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Prepare working sketches for the illustration of product appearance.

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

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

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

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

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

  • Install repaired parts into equipment or install new equipment.

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

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

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

  • 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.

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

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

Technologies & Software

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