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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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles