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Automation Risk Analysis

Will “Auto Manufacturing Service Mechanic (Automotive Manufacturing Service Mechanic)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #558 of 702. Estimated risk: 91.0%

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AI Exposure Risk

43%

“Auto Manufacturing Service Mechanic (Automotive Manufacturing Service Mechanic)” 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 Manufacturing Service Mechanic (Automotive Manufacturing Service Mechanic)” 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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

  • 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.

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

  • Replace damaged glass on vehicles.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles