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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

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

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

  • Replace damaged glass on vehicles.

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

  • 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.

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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles