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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

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

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

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

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

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

  • 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.

  • Direct or train workers 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.

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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles