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Automation Risk Analysis

Will “Auto Body Estimator (Automotive Body Estimator)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #558 of 702. Estimated risk: 91.0%

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AI Exposure Risk

43%

“Auto Body Estimator (Automotive Body Estimator)” 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 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Auto Body Estimator (Automotive Body Estimator)” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Automotive Body and Related Repairers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Repair and refinish automotive vehicle bodies and straighten vehicle frames.

Avg. Annual Salary $58,830
Avg. Hourly Wage $28.28
Available Jobs (US) 155,220
Job Title & Hierarchy Code (SOC) Automotive Body and Related Repairers #49-3021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Automotive Body and Related Repairers”

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Core Skills & Abilities

  • Prime and paint repaired surfaces, using paint sprayguns and motorized sanders.

  • Fit and weld replacement parts into place, using wrenches and welding equipment, and grind down welds to smooth them, using power grinders and other tools.

  • Inspect repaired vehicles for proper functioning, completion of work, dimensional accuracy, and overall appearance of paint job, and test-drive vehicles to ensure proper alignment and handling.

  • Follow supervisors' instructions as to which parts to restore or replace and how much time the job should take.

  • Read specifications or confer with customers to determine the desired custom modifications for altering the appearance of vehicles.

  • Review damage reports, prepare or review repair cost estimates, and plan work to be performed.

  • Adjust or align headlights, wheels, and brake systems.

  • Sand body areas to be painted and cover bumpers, windows, and trim with masking tape or paper to protect them from the paint.

  • Soak fiberglass matting in resin mixtures and apply layers of matting over repair areas to specified thicknesses.

  • Measure and mark vinyl material and cut material to size for roof installation, using rules, straightedges, and hand shears.

  • Chain or clamp frames and sections to alignment machines that use hydraulic pressure to align damaged components.

  • Remove upholstery, accessories, electrical window-and-seat-operating equipment, and trim to gain access to vehicle bodies and fenders.

  • Remove damaged sections of vehicles using metal-cutting guns, air grinders and wrenches, and install replacement parts using wrenches or welding equipment.

  • Remove small pits and dimples in body metal, using pick hammers and punches.

  • Cut openings in vehicle bodies for the installation of customized windows, using templates and power shears or chisels.

  • Replace damaged glass on vehicles.

  • Position dolly blocks against surfaces of dented areas and beat opposite surfaces to remove dents, using hammers.

  • Apply heat to plastic panels, using hot-air welding guns or immersion in hot water, and press the softened panels back into shape by hand.

  • Cut and tape plastic separating film to outside repair areas to avoid damaging surrounding surfaces during repair procedure and remove tape and wash surfaces after repairs are complete.

  • Clean work areas, using air hoses, to remove damaged material and discarded fiberglass strips used in repair procedures.

  • Remove damaged panels, and identify the family and properties of the plastic used on a vehicle.

  • Fill small dents that cannot be worked out with plastic or solder.

  • Fit and secure windows, vinyl roofs, and metal trim to vehicle bodies, using caulking guns, adhesive brushes, and mallets.

  • File, grind, sand, and smooth filled or repaired surfaces, using power tools and hand tools.

  • Mix polyester resins and hardeners to be used in restoring damaged areas.

Technologies & Software

  • Microsoft Excel
  • Collision damage measurement software
  • Microsoft Word
  • AutoZone ALLDATA
  • Equipment management information software
  • Perplexity AI
  • Microsoft Outlook
  • Swan River Estimiser Pro
  • Microsoft OneNote
  • Microsoft Windows
  • Collision damage estimation software
  • Materials management software
  • Paint mixing and matching software
  • Microsoft Office software
  • ServiceMax AI
  • Automotive and Accounting Software by R*KOM Invoice Writer
  • Uptake AI
  • Augury (Predictive Maintenance)
  • ChatGPT (OpenAI)
  • Inventory management software
  • Accounts receivable software
  • Accounting software
  • Appointment scheduling software
  • Adjustable wrenches
  • Welding helmets
  • Dial indicators
  • Soldering equipment
  • Nut drivers
  • Spot weld breakers
  • Hydraulic jacks
  • Toe dollies
  • Feeler gauges
  • Crown spoons
  • Pitch gauges
  • Pneumatic hammers
  • Alignment machines
  • Depth gauges
  • Sanding blocks
  • Brazing equipment
  • Respirators
  • Safety hoods
  • Tungsten inert gas TIG welding equipment
  • Pry bars
  • Pressure gauges
  • Pneumatic panel crimpers
  • Stainless steel brushes
  • Power punches
  • Heel dollies
  • Telescoping gauges
  • Pneumatic metal cutting guns
  • Power shears
  • Metal inert gas MIG welders
  • Spoon dollies
  • Oxyacetylene torches
  • Punches
  • Machine polishers
  • Air chisels
  • Wedges
  • Pop rivet guns
  • Steam cleaning equipment
  • Double-edged blades
  • Surforms
  • Welding electrodes
  • Paint stencils
  • Pneumatic grinders
  • Rivet busters
  • Fluorescent lights
  • Welding tips
  • Pneumatic smoothing hammers
  • Panel cutters
  • Single-cut mill saw files
  • Buffing machines
  • Universal railroad dollies
  • S-hooks
  • Hand brakes
  • Socket wrench sets
  • Infrared IR paint curing units
  • Calipers
  • Hoists
  • Power sanders
  • Laser printers
  • Blow torches
  • Air pressure gauges
  • Welding hoods
  • Safety gloves
  • Welding goggles
  • Suction cups
  • Portable welding machines
  • Desktop computers
  • Height gauges
  • Hot air guns
  • Micrometers
  • Scrapers
  • Impact wrenches
  • Grease guns
  • T pullers
  • Jacks
  • Vernier calipers
  • Pick pull rods
  • Drill presses
  • Air compressors
  • Suction feed sandblasters
  • Safety glasses
  • Door skin dollies
  • Pull rods
  • Pick hammers
  • Digital cameras
  • Hydraulic cranes
  • Weld current controllers
  • Adjustable widemouth pliers
  • Bondo spreaders
  • Slapping spoons
  • Media blasters
  • Hydraulic automobile lifts
  • Grinders
  • Foot shears
  • Pressure feed sandblasters
  • Windshield knives
  • Air hammers
  • Gas arc welding equipment
  • Power drills
  • Ratchets
  • Personal computers
  • High velocity low pressure HVLP spray equipment
  • Spray booths
  • Heavy duty inside spoons
  • Paint sprayers
  • Double-edged cutter tools
  • Hand shears
  • Frame alignment equipment
  • Body saws
  • Cold chisels
  • Screwdrivers
  • Slide hammers
  • Socket sets
  • Dent hammers
  • Alignment squares
  • Anvils
  • Portable buffers
  • General purpose spoons
  • Pressure washers
  • Stud welder kits
  • Resistance spot welding equipment

Alternative Job Titles