Sawing Machine Setters, Operators, and Tenders, Wood

Sawing Machine Setters, Operators, and Tenders, Wood

AI Risk Score54%Mid Risk

The 54% risk score reflects the overall automation risk of your profession on a scale of 0–100. The higher the score, the more likely parts of your role could be handled by AI, increasing efficiency, but also raising the possibility of job disruption. Nearly all jobs include tasks that are automatable to some degree.

In this role, you set up, operate, or tend wood sawing machines. may operate computer numerically controlled (cnc) equipment. includes lead sawyers. Your job is considered Mid Risk for AI automation.

Below is your job's AI vulnerability profile with detailed breakdowns of tasks, knowledge areas, skills, and abilities. Each item includes AI risk scores and importance ratings to help you prioritize what to focus on. Plus, explore the technology section to see what tools and software you'll likely encounter in this role.

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In the meantime explore the sections below, and don't miss the What to do next? section for practical steps you can start today.

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On the job, you would

On-the-job activities and responsibilities that define your role. Each task is analyzed for automation potential and contributes to your overall AI risk assessment.

9/22
Set equipment controls to meet cutting specifications.4.54Risk

Adjusting saw blades is a task that can be automated with precision tools, but human oversight ensures accuracy and safety.

Measure dimensions of completed products or workpieces to verify conformance to specifications.4.63Risk

Measuring and verifying dimensions can be automated with precision tools, but human oversight ensures accuracy and conformance to specifications.

Inspect lumber or raw woodstock.4.43Risk

Examining logs involves decision-making and judgment, which can be partially automated but still require human expertise.

Set equipment controls to meet cutting specifications.4.45Risk

Setting up and operating sawing machines can be largely automated, though human oversight ensures accuracy and safety.

Inspect lumber or raw woodstock.4.35Risk

Inspecting stock involves decision-making and judgment, which can be partially automated but still require human expertise.

Operate woodworking equipment.4.06Risk

Operating panelboards can be largely automated, though human oversight ensures accuracy and safety.

Mount attachments or tools onto production equipment.4.53Risk

Mounting and bolting blades is a task that can be automated with precision tools, but human oversight ensures accuracy and safety.

Clear equipment jams.4.33Risk

Clearing equipment jams can be automated with sensors and mechanisms, but human oversight ensures accuracy and safety.

Select production equipment according to product specifications.4.03Risk

Selecting equipment can be automated to some extent, but human expertise is needed for nuanced decisions.

Advanced Problem AnalysisRisk
Strategic Decision ImplementationRisk
Complex System OptimizationRisk

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Knowledge

Theoretical knowledge and understanding required for your position. Knowledge areas are evaluated for AI replacement likelihood and factor into your risk score.

4/8

Production and Processing

3.24Risk

Production and Processing involve repetitive, structured tasks that AI can automate efficiently, such as quality control, data analysis, and workflow management.

Engineering and Technology

2.08Risk

Engineering and Technology involve repetitive, data-driven tasks (e.g., coding, simulations, diagnostics) that AI can automate efficiently, with growing capabilities in complex problem-solving and system design.

Design

2.11Risk

Design involves both repetitive tasks (e.g., layout generation) and creative judgment (e.g., aesthetic decisions), so AI can automate some aspects but not all, with human oversight likely required for complex, context-dependent work.

Mechanical

3.21Risk

Mechanical tasks involve both routine (e.g., simulation, design) and complex (e.g., physical intuition, creative problem-solving) elements, with AI capable of automating data-driven aspects but limited in handling novel, non-repetitive challenges.

Advanced Analytics

Risk

Machine Learning

Risk

Predictive Modeling

Risk

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Skills

Practical abilities and competencies you need to perform your job effectively. Skills are assessed for automation vulnerability and help determine your AI risk level.

9/24

Reading Comprehension

2.38

Active Listening

2.75

Speaking

2.62

Mathematics

2

Critical Thinking

3

Active Learning

2.12

Learning Strategies

2

Monitoring

3

Social Perceptiveness

2.5

Advanced Problem Solving

Collapsed
Strategic Decision Making
Risk
Complex Analysis
Risk
Critical Thinking
Risk

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Abilities

Innate and learned capabilities that enable you to succeed in your role. Abilities are analyzed for AI replication potential and contribute to your overall risk assessment.

9/40

Oral Comprehension

2.88Risk

Oral comprehension involves nuanced understanding of speech, context, and tone, which AI is advancing but not yet fully automated in complex real-world scenarios.

Written Comprehension

2.5Risk

Written comprehension involves tasks like text analysis, summarization, and question-answering, which AI already excels at through advanced NLP models. These capabilities are likely to be fully automated within 5 years.

Oral Expression

2.88Risk

Oral Expression involves complex, context-dependent communication that requires nuance, adaptability, and real-time interaction, which current AI systems struggle to fully replicate, though some aspects like script generation may be automated.

Written Expression

2.12Risk

Written Expression involves nuanced understanding, creativity, and context, which AI can partially replicate but not fully, limiting automation potential in complex or original tasks.

Problem Sensitivity

3.25

Problem Sensitivity requires nuanced judgment, contextual understanding, and adaptability, which current AI systems lack. While AI can analyze data, true problem sensitivity involves human intuition, ethics, and creativity.

Deductive Reasoning

3Risk

AI excels in structured deductive tasks but may struggle with complex, context-dependent reasoning requiring human intuition.

Inductive Reasoning

3Risk

Inductive reasoning involves pattern recognition and generalization, which AI already excels at through machine learning, with further advancements likely to enhance this capability in the next five years.

Information Ordering

2.75Risk

This human ability involves repetitive tasks that AI already performs well.

Category Flexibility

2.88Risk

Category Flexibility involves adapting to novel or shifting categories, which requires contextual understanding and creativity—challenges AI still faces, though progress in transfer learning may narrow the gap.

Critical Thinking

Risk

Complex Problem Solving

Risk

Strategic Planning

Risk

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Technology Used

Tools, software, and technological systems you use in your work.

4/7
Document management software
Inventory management software
Industrial control software
Spreadsheet software
Advanced AI Tools
Machine Learning Platforms
Predictive Analytics Software

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Expert Insights

Expert comments on the job, click on the expert to see their answers.

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What to do next?

Your job faces a moderate automation threat. A few timely moves can put you back in the safe zone. Choose your strategy below:

Recommended for Mid Risk:

  • • Upskill: Develop skills that complement AI rather than compete with it
  • • Use AI: Master AI tools to increase your efficiency and value
  • • Pivot Smart: Consider transitioning to roles that require human judgment and creativity
  • • Stay Alert: Get notified of industry changes that could affect your role

Each tab contains curated resources designed to help you take the next step. More resources will be added over time.

Frequently Asked Questions

Based on our analysis, a Sawing Machine Setters, Operators, and Tenders, Wood has a 54% AI risk score, which is considered mid risk. While some tasks in this role may be automated, the profession as a whole is moderately vulnerable from complete replacement. The key is understanding which specific aspects of your job are most vulnerable, some of which are shown on this page.

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