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Automation Risk Analysis

Will “Auto Body Paint Prepper (Automotive Body Paint Prepper)” 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 Paint Prepper (Automotive Body Paint Prepper)” 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 Paint Prepper (Automotive Body Paint Prepper)” 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

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

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

  • 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.

  • 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.

  • Replace damaged glass on vehicles.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles