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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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Waterproof buildings, using waterproofers or caulking.

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

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

  • Polish final coats to specified finishes.

Technologies & Software

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

Alternative Job Titles