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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

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

  • 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.

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

  • Replace damaged glass on vehicles.

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles