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Automation Risk Analysis

Will “Railroad Car Letterer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #411 of 702. Estimated risk: 75.0%

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AI Exposure Risk

41%

“Railroad Car Letterer” 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 41% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

55%

“Railroad Car Letterer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 55% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Painters, Construction and Maintenance, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Paint walls, equipment, buildings, bridges, and other structural surfaces, using brushes, rollers, and spray guns. May remove old paint to prepare surface prior to painting. May mix colors or oils to obtain desired color or consistency.

Avg. Annual Salary $53,710
Avg. Hourly Wage $25.82
Available Jobs (US) 224,180
Job Title & Hierarchy Code (SOC) Painters, Construction and Maintenance #47-2141
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Painters, Construction and Maintenance”

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Related Occupations & Automation Risk

Construction and Building Inspectors

AI Risk 57%
Robot Risk 36%

Energy Auditors

AI Risk 56%
Robot Risk 43%

Helpers--Electricians

AI Risk 51%
Robot Risk 57%

Explosives Workers, Ordnance Handling Experts, and Blasters

AI Risk 50%
Robot Risk 63%

Construction Laborers

AI Risk 48%
Robot Risk 56%

Solar Photovoltaic Installers

AI Risk 48%
Robot Risk 57%

Core Skills & Abilities

  • Waterproof buildings, using waterproofers or caulking.

  • Cut stencils and brush or spray lettering or decorations on surfaces.

  • Smooth surfaces, using sandpaper, scrapers, brushes, steel wool, or sanding machines.

  • Polish final coats to specified finishes.

  • Read work orders or receive instructions from supervisors or homeowners to determine work requirements.

  • Apply paint, stain, varnish, enamel, or other finishes to equipment, buildings, bridges, or other structures, using brushes, spray guns, or rollers.

  • Wash and treat surfaces with oil, turpentine, mildew remover, or other preparations, and sand rough spots to ensure that finishes will adhere properly.

  • Fill cracks, holes, or joints with caulk, putty, plaster, or other fillers, using caulking guns or putty knives.

  • Select and purchase tools or finishes for surfaces to be covered, considering durability, ease of handling, methods of application, and customers' wishes.

  • Cover surfaces with dropcloths or masking tape and paper to protect surfaces during painting.

  • Use special finishing techniques such as sponging, ragging, layering, or faux finishing.

  • Apply primers or sealers to prepare new surfaces, such as bare wood or metal, for finish coats.

  • Remove old finishes by stripping, sanding, wire brushing, burning, or using water or abrasive blasting.

  • Calculate amounts of required materials and estimate costs, based on surface measurements or work orders.

  • Erect scaffolding or swing gates, or set up ladders, to work above ground level.

  • Remove fixtures such as pictures, door knobs, lamps, or electric switch covers prior to painting.

  • Mix and match colors of paint, stain, or varnish with oil or thinning and drying additives to obtain desired colors and consistencies.

Technologies & Software

  • Word processing software
  • Gemini for Workspace
  • Insight Direct ServiceCEO
  • Autodesk Construction AI
  • Act!
  • Microsoft Excel
  • Evergreen Technology Eagle Bid Estimating
  • Corel Painter
  • Spreadsheet software
  • Corel Paint Shop Pro
  • Microsoft Windows
  • Turtle Creek Software Goldenseal
  • Buildots AI
  • Microsoft Office software
  • On Center Quick Bid
  • ChatGPT (OpenAI)
  • Microsoft Word
  • Evergreen Technology Total Faux
  • Procore AI
  • Spackling knives
  • Scaffolding
  • Electric grinders
  • Notebook computers
  • Forklifts
  • Screwdrivers
  • Tinting machines
  • Line lasers
  • Sandblasters
  • Pressure washers
  • Stripper brushes
  • Steam cleaning equipment
  • Desktop computers
  • Stilts
  • Saws
  • Striping machines
  • Power brushes
  • Personal computers
  • Chipping hammers
  • Paint rollers
  • Work boots
  • Bosun chairs
  • Paint shakers
  • Riggings
  • Paint strainers
  • Power rollers
  • Spray guns
  • Pneumatic spray texture guns
  • Single-cut mill saw files
  • Drywall hammers
  • Hammers
  • Drywall ripping tools
  • Bucket trucks
  • Stencils
  • Spray texture guns
  • Conventional spray equipment
  • Hoists
  • Paint lead testing kits
  • Hard hats
  • Disk sanders
  • Platforms
  • Drywall axes
  • Electric paint removers
  • High velocity low pressure HVLP spraying equipment
  • Hopper guns
  • Wire brushes
  • Glaziers' knives
  • Power paint mixers
  • Respirators
  • Circle cutters
  • Trowels
  • Striping tools
  • Personal digital assistants PDA
  • Putty chisels
  • Slings
  • Wallpaper steamers
  • Floor scrapers
  • Blow torches
  • Caulking guns
  • Hydroblasters
  • Grout removal tools
  • Paint stripping equipment
  • Trim guides
  • Painting edgers
  • Airless spray equipment
  • Paint brushes
  • Combing tools
  • Temperature gauges
  • Ladders
  • Power drills
  • Drywall taping knives
  • Paint brush cleaner spinners
  • Patching knives
  • Chippers
  • Texturing trowels
  • Float trowels
  • Heat guns
  • Glass scrapers
  • Power sanders
  • Power saws
  • Putty knives
  • Hydraulic lifts
  • Air compressors
  • Drywall lifters
  • Utility knives
  • Glue guns
  • Aerial lifts
  • Extension ladders
  • Scoring tools
  • Laser printers
  • Seam rollers
  • Swing stages
  • Mobile scaffolds
  • Stucco patching guns

Alternative Job Titles