Sawing Machine Setters, Operators, and Tenders, Wood
Set up, operate, or tend wood sawing machines. May operate CNC equipment. Includes lead sawyers.
AI Impact Summary
Sawing Machine Setters, Operators, and Tenders, Wood faces moderate AI displacement risk with a score of 34/100. This occupation has higher AI displacement risk than 63% of all analyzed occupations. Of 24 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Sawing Machine Setters, Operators, and Tenders, Wood skill gaps, ranked by relevance to your displacement risk profile.
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
24 tasks analyzed
Inspect and measure workpieces to mark for cuts and to verify the accuracy of cuts, using rulers, squares, or caliper rules.
Adjust saw blades, using wrenches and rulers, or by turning handwheels or pressing pedals, levers, or panel buttons.
Mount and bolt sawing blades or attachments to machine shafts.
Adjust bolts, clamps, stops, guides, or table angles or heights, using hand tools.
Set up, operate, or tend saws or machines that cut or trim wood to specified dimensions, such as circular saws, band saws, multiple-blade sawing machines, scroll saws, ripsaws, or crozer machines.
Examine logs or lumber to plan the best cuts.
Inspect stock for imperfections or to estimate grades or qualities of stock or workpieces.
Trim lumber to straighten rough edges or remove defects, using circular saws.
Monitor sawing machines, adjusting speed and tension and clearing jams to ensure proper operation.
Sharpen blades or replace defective or worn blades or bands, using hand tools.
Count, sort, or stack finished workpieces.
Guide workpieces against saws, saw over workpieces by hand, or operate automatic feeding devices to guide cuts.
Position and clamp stock on tables, conveyors, or carriages, using hoists, guides, stops, dogs, wedges, or wrenches.
Unload and roll logs from trucks to sawmill decks or to carriages or move logs in ponds, using pike poles.
Measure and mark stock for cuts.
Operate panelboards of saw or conveyor systems to move stock through processes or to cut stock to specified dimensions.
Pull tables back against stops and depress pedals to advance cutterheads that shape stock ends.
Examine blueprints, drawings, work orders, or patterns to determine equipment set-up or selection details, procedures to be used, or dimensions of final products.
Clear machine jams, using hand tools.
Select saw blades, types or grades of stock, or cutting procedures to be used, according to work orders or supervisors' instructions.
Cut grooves, bevels, or miters, saw curved or irregular designs, and sever or shape metals, according to specifications or work orders.
Unclamp and remove finished workpieces from tables.
Lubricate or clean machines, using wrenches, grease guns, or solvents.
Dispose of waste material after completing work assignments.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Inspect and measure workpieces to mark for cuts and to verify the accuracy of cuts, using rulers, squares, or caliper rules. | 15Estimated | 39.0% | 5% | |
| Adjust saw blades, using wrenches and rulers, or by turning handwheels or pressing pedals, levers, or panel buttons. | 10Estimated | 37.0% | 4% | |
| Mount and bolt sawing blades or attachments to machine shafts. | 10Estimated | 37.0% | 3% | |
| Adjust bolts, clamps, stops, guides, or table angles or heights, using hand tools. | 10Estimated | 37.0% | 3% | |
| Set up, operate, or tend saws or machines that cut or trim wood to specified dimensions, such as circular saws, band saws, multiple-blade sawing machines, scroll saws, ripsaws, or crozer machines. | 20Estimated | 41.0% | 15% | |
| Examine logs or lumber to plan the best cuts. | 80Estimated | 59.0% | 5% | |
| Inspect stock for imperfections or to estimate grades or qualities of stock or workpieces. | 90Estimated | 85.2% | 4% | |
| Trim lumber to straighten rough edges or remove defects, using circular saws. | 20Estimated | 41.0% | 4% | |
| Monitor sawing machines, adjusting speed and tension and clearing jams to ensure proper operation. | 20Estimated | 41.0% | 8% | |
| Sharpen blades or replace defective or worn blades or bands, using hand tools. | 10Estimated | 37.0% | 2% | |
| Count, sort, or stack finished workpieces. | 30Estimated | 45.0% | 4% | |
| Guide workpieces against saws, saw over workpieces by hand, or operate automatic feeding devices to guide cuts. | 15Estimated | 39.0% | 10% | |
| Position and clamp stock on tables, conveyors, or carriages, using hoists, guides, stops, dogs, wedges, or wrenches. | 15Estimated | 39.0% | 4% | |
| Unload and roll logs from trucks to sawmill decks or to carriages or move logs in ponds, using pike poles. | 10Estimated | 13.0% | 2% | |
| Measure and mark stock for cuts. | 20Estimated | 41.0% | 3% | |
| Operate panelboards of saw or conveyor systems to move stock through processes or to cut stock to specified dimensions. | 65Estimated | 59.0% | 5% | |
| Pull tables back against stops and depress pedals to advance cutterheads that shape stock ends. | 15Estimated | 39.0% | 2% | |
| Examine blueprints, drawings, work orders, or patterns to determine equipment set-up or selection details, procedures to be used, or dimensions of final products. | 36.38Observed | 63.8% | 3% | |
| Clear machine jams, using hand tools. | 10Estimated | 13.0% | 2% | |
| Select saw blades, types or grades of stock, or cutting procedures to be used, according to work orders or supervisors' instructions. | 82Estimated | 82.0% | 3% | |
| Cut grooves, bevels, or miters, saw curved or irregular designs, and sever or shape metals, according to specifications or work orders. | 30Estimated | 45.0% | 3% | |
| Unclamp and remove finished workpieces from tables. | 20Estimated | 41.0% | 2% | |
| Lubricate or clean machines, using wrenches, grease guns, or solvents. | 10Estimated | 37.0% | 2% | |
| Dispose of waste material after completing work assignments. | 20Estimated | 41.0% | 2% |
Protective Factors
Total protective discount: 23.3%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$39,950
per year
Mean Wage
$42,390
per year
Employment
43K
workers
Wage Range
$29,670 - $56,560
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Sawing Machine Setters, Operators, and Tenders, Wood professionals should diversify beyond them.
- Information Ordering
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Reading Comprehension
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Equipment Maintenance
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change