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Automation Risk Analysis

Will “Test Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #192 of 702. Estimated risk: 15.0%

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AI Exposure Risk

42%

“Test Worker” will probably not 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 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

57%

“Test Worker” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 57% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Electricians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Install, maintain, and repair electrical wiring, equipment, and fixtures. Ensure that work is in accordance with relevant codes. May install or service street lights, intercom systems, or electrical control systems.

Avg. Annual Salary $69,630
Avg. Hourly Wage $33.47
Available Jobs (US) 742,580
Job Title & Hierarchy Code (SOC) Electricians #47-2111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Electricians”

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Core Skills & Abilities

  • Test electrical systems or continuity of circuits in electrical wiring, equipment, or fixtures, using testing devices, such as ohmmeters, voltmeters, or oscilloscopes, to ensure compatibility and safety of system.

  • Diagnose malfunctioning systems, apparatus, or components, using test equipment and hand tools to locate the cause of a breakdown and correct the problem.

  • Connect wires to circuit breakers, transformers, or other components.

  • Direct or train workers to install, maintain, or repair electrical wiring, equipment, or fixtures.

  • Place conduit, pipes, or tubing, inside designated partitions, walls, or other concealed areas, and pull insulated wires or cables through the conduit to complete circuits between boxes.

  • Construct or fabricate parts, using hand tools, according to specifications.

  • Provide preliminary sketches or cost estimates for materials or services.

  • Provide assistance during emergencies by operating floodlights or generators, placing flares, or driving needed vehicles.

  • Prepare sketches or follow blueprints to determine the location of wiring or equipment and to ensure conformance to building and safety codes.

  • Inspect electrical systems, equipment, or components to identify hazards, defects, or the need for adjustment or repair, and to ensure compliance with codes.

  • Install ground leads and connect power cables to equipment, such as motors.

  • Perform physically demanding tasks, such as digging trenches to lay conduit or moving or lifting heavy objects.

  • Work from ladders, scaffolds, or roofs to install, maintain, or repair electrical wiring, equipment, or fixtures.

  • Fasten small metal or plastic boxes to walls to house electrical switches or outlets.

  • Maintain current electrician's license or identification card to meet governmental regulations.

  • Use a variety of tools or equipment, such as power construction equipment, measuring devices, power tools, and testing equipment, such as oscilloscopes, ammeters, or test lamps.

  • Perform business management duties, such as maintaining records or files, preparing reports, or ordering supplies or equipment.

  • Repair or replace wiring, equipment, or fixtures, using hand tools or power tools.

  • Advise management on whether continued operation of equipment could be hazardous.

  • Assemble, install, test, or maintain electrical or electronic wiring, equipment, appliances, apparatus, or fixtures, using hand tools or power tools.

  • Plan layout and installation of electrical wiring, equipment, or fixtures, based on job specifications and local codes.

Technologies & Software

  • Spreadsheet software
  • Computer aided design CAD software
  • Craftsman CD Estimator
  • Microsoft Outlook
  • Adobe Acrobat
  • SmartDraw
  • Microsoft Windows
  • Elite Software Outpoint
  • Sage 300 Construction and Real Estate
  • SoftEmpire Electrical Calculations
  • Procore AI
  • AVEVA InTouch HMI
  • Turtle Creek Software Goldenseal
  • Microsoft Excel
  • Elite Software E-Coord
  • Elite Software VDROP
  • Lighting calculation software
  • Elite Software Inpoint
  • Gemini for Workspace
  • Programmable logic controller PLC software
  • Construction Master Pro
  • Insight Direct ServiceCEO
  • Word processing software
  • Database software
  • Shafer Service Systems
  • Electrosoft FlashWorks
  • Autodesk Construction AI
  • One Mile Up Panel Planner
  • Resolve Systems Service Management
  • Socrates Contractor's Library
  • SAP software
  • Elite Software Short
  • ChatGPT (OpenAI)
  • Autodesk AutoCAD
  • Buildots AI
  • Microsoft Word
  • Microsoft Office software
  • Supervisory control and data acquisition SCADA software
  • Round shank screwdrivers
  • Metal locators
  • Cable labeling machines
  • Wire dollies
  • Tapered reamers
  • End cutting pliers
  • Cordless drills
  • Tape measures
  • Feeler gauges
  • Hammers
  • Hole saws
  • Cable sheath strippers
  • Bandsaws
  • Ohmmeters
  • Conduit levels
  • Fuse pulling equipment
  • Non-contact voltage detectors
  • Respirators
  • Winches
  • Cable cutters
  • Heat guns
  • Torpedo levels
  • Circuit testers
  • Double-end can socket wrenches
  • Conduit measuring tapes
  • Insulated bolt cutters
  • Nut drivers
  • Tapping tools
  • Internal snap ring pliers
  • Personal computers
  • Micrometers
  • Desktop computers
  • High-leverage diagonal cutting pliers
  • Soldering tools
  • Ground fault circuit interrupter GFCI testers
  • Allen wrenches
  • Cabinet tip screwdrivers
  • Safety glasses
  • Hammer drills
  • Electric conduit benders
  • Cable splicing knives
  • Utility knives
  • Two way radios
  • Wire cutters
  • Circular saws
  • Channel lock crimping tools
  • Phillips head screwdrivers
  • Laser plumb bobs
  • Milliameters
  • Hex key sets
  • Insulated cable cutters
  • Strap wrenches
  • Bucket trucks
  • Hydraulic conduit benders
  • Manlifts
  • Bear claw wire threaders
  • Drill bit sets
  • High-leverage cable cutters
  • Megohmmeters
  • Volt tick meters
  • Cable gripping gloves
  • Wire dispensers
  • Cable lacing needles
  • Wire strippers
  • Ratcheting pipe wrenches
  • Ladders
  • Razor knives
  • Terminal crimpers
  • Conduit fitting and reaming screwdrivers
  • Backhoes
  • Ammeters
  • Tap sets
  • Butane soldering irons
  • Nibbler cutting tools
  • Insulated pliers
  • Magnetic locators
  • Wire wrap guns
  • Crescent wrenches
  • High-leverage side cutting pliers
  • Heavy duty longnose pliers
  • Cable jacket strippers
  • Inductance testers
  • Utility cable cutters
  • Resistance bridges
  • Gas leak detection devices
  • Side cutting pliers
  • Truck cranes
  • Lighted magnet pickups
  • Awls
  • Circuit tracers
  • Test lamps
  • External snap ring pliers
  • Punchdown tools
  • Continuity coaxial testers
  • Welding hoods
  • End wire strippers
  • Automatic insulation strippers
  • Ratchet crimper kits
  • Phase rotation meters
  • Tin snips
  • Wire hand caddies
  • Capacitance testers
  • Growlers
  • Pump pliers
  • Voltmeters
  • Conduit deburring tools
  • Hydraulic punching tools
  • Staple guns
  • Insulated screwdrivers
  • Multimeters
  • Universal stripping tools
  • Air compressors
  • Polyvinyl chloride PVC cutters
  • Generators
  • Claw hammers
  • Infrared scanners
  • Current clamps
  • Cutting torches
  • Wattmeters
  • Cable butt trimmers
  • Wheeled wire dispensers
  • Lineman's pliers
  • Adjustable wrenches
  • Hard hats
  • Wire loop pullers
  • Conduit locknut and reaming pliers
  • Screw-holding screwdrivers
  • Hydraulic presses
  • Tablet computers
  • Wire crimping tools
  • Single reel cable trailers
  • Electricians' scissors
  • Welders
  • Cable benders
  • Conduit benders
  • Shears
  • Clamp-on ammeters
  • Hacksaws
  • Notebook computers
  • Inspection mirrors
  • Insulated wrenches
  • Tongue and groove pliers
  • Square shank screwdrivers
  • Tension gauges
  • Wire crimpers
  • Transfer impedance meters
  • Insulated socket sets
  • Diagonal cutting pliers
  • Needlenose pliers
  • Programmable logic controllers PLC
  • Oscilloscopes
  • Depth gauges
  • Diggers
  • Channel lock pliers
  • Insulated nutdrivers
  • Coaxial cable cutters
  • Scaffolding
  • Threading die hand tool
  • Telescoping lighted pickups
  • Cable tie guns
  • Frequency meters
  • Self-adjusting insulation strippers
  • Fish tape pullers
  • Laser printers

Alternative Job Titles