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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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles