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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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles