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Automation Risk Analysis

Will “Laboratory Machinist (Lab Machinist)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #358 of 702. Estimated risk: 65.0%

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AI Exposure Risk

51%

“Laboratory Machinist (Lab 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%

“Laboratory Machinist (Lab 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

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

  • Install repaired parts into equipment or install new equipment.

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

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

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

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

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

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

  • 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.

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

  • Maintain machine tools in proper operational condition.

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

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

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

  • Prepare working sketches for the illustration of product appearance.

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

  • 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.

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

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

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

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

  • 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.

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

  • Operate equipment to verify operational efficiency.

Technologies & Software

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