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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

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

  • 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.

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

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

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

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

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

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

  • Replace damaged glass on vehicles.

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles