- Review and assess descriptions and images of sawn softwood lumber for accurate visual grading according to published rules.
- Identify and measure lumber defects including knots, wane, checks, shake, and warp, and determine corresponding grade limits.
- Make transparent grade calls on sample pieces based on rulebook criteria, documenting the decision-making process in writing.
- Evaluate grade stamping accuracy and provide feedback on proper application and compliance.
- Analyze grade recovery and quality control scenarios, offering insight into optimization possibilities.
- Deliver written and verbal explanations for decisions to support AI model training and development.
Requirements
- Active or recent certification as a softwood lumber grader or sawmill quality control supervisor from a recognized agency.
- Demonstrated expertise in visual lumber grading and defect identification across common softwood species.
- Proven ability to interpret and apply industry grading rules with confidence and accuracy.
- Experience providing written and verbal feedback or training on quality standards.
- Familiarity with grade stamping procedures, grade recovery metrics, and quality control best practices.