🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Log Check Scaler” be Automated?

Historical Context: Oxford Study (2013)

Ranked #655 of 702. Estimated risk: 97.0%

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

53%

“Log Check Scaler” will maybe 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

55%

“Log Check Scaler” 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 Log Graders and Scalers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Grade logs or estimate the marketable content or value of logs or pulpwood in sorting yards, millpond, log deck, or similar locations. Inspect logs for defects or measure logs to determine volume.

Avg. Annual Salary $48,130
Avg. Hourly Wage $23.14
Available Jobs (US) 3,310
Job Title & Hierarchy Code (SOC) Log Graders and Scalers #45-4023
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Log Graders and Scalers”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

  • Jab logs with metal ends of scale sticks, and inspect logs to ascertain characteristics or defects such as water damage, splits, knots, broken ends, rotten areas, twists, and curves.

  • Weigh log trucks before and after unloading, and record load weights and supplier identities.

  • Communicate with coworkers by signals to direct log movement.

  • Drive to sawmills, wharfs, or skids to inspect logs or pulpwood.

  • Measure log lengths and mark boles for bucking into logs, according to specifications.

  • Record data about individual trees or load volumes into tally books or hand-held collection terminals.

  • Saw felled trees into lengths.

  • Evaluate log characteristics and determine grades, using established criteria.

  • Identify logs of substandard or special grade so that they can be returned to shippers, regraded, recut, or transferred for other processing.

  • Arrange for hauling of logs to appropriate mill sites.

  • Paint identification marks of specified colors on logs to identify grades or species, using spray cans, or call out grades to log markers.

  • Measure felled logs or loads of pulpwood to calculate volume, weight, dimensions, and marketable value, using measuring devices and conversion tables.

Technologies & Software

  • Microsoft PowerPoint
  • Microsoft Outlook
  • Llama (Meta)
  • Taranis AI
  • Climate FieldView
  • DeepSeek
  • AS/400 Database
  • Qwen (Alibaba)
  • Enterprise resource planning ERP software
  • Word processing software
  • John Deere AI
  • ChatGPT (OpenAI)
  • Grok (xAI)
  • Microsoft Access
  • Microsoft Office software
  • Atterbury Consultants SuperACE/FLIPS
  • Claude (Anthropic)
  • Customer relationship management CRM software
  • Kimi (Moonshot AI)
  • Gemini (Google)
  • SAP software
  • Microsoft Word
  • Mistral (Mistral AI)
  • Nova (Amazon)
  • Microsoft Windows
  • Microsoft Excel
  • Blue River Technology AI
  • Lumber crayons
  • Log truck scales
  • Laptop computers
  • Forestry hard hats
  • Logger tapes
  • Forestry safety glasses
  • Light curtains
  • X-ray log scanners
  • Log counters
  • Personal computers
  • Single-bit hatchets
  • Ball peen hammers
  • 3D laser scanning systems
  • Chain saws
  • Digital measuring wheels
  • Handheld computers
  • Tree scale sticks
  • Log calipers
  • Wood moisture meters
  • Safety whistles
  • Hand calculators
  • Tablet computers