Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

AI Risk Score56%Mid Risk

The 56% 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 more than one type of cutting or forming machine tool or robot. Your job is considered Mid Risk for AI automation.

Below is your job's AI vulnerability profile with salary trends and employment data, plus 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. Remember, look for tasks that you can automate in your job to make you more productive, while focus on developing the areas that AI cannot easily automate. Plus, explore the technology section to see what tools and software you'll likely encounter in this role and therefore can look for AI alternatives.

You're already ahead of the curve by checking your risk and exploring your options. This project goes beyond one role, we’re building a global job warning system to help everyone stay ahead of AI. By supporting our research, you’ll unlock your full job profile, including detailed risk breakdowns, trend alerts, and priority access to new research. Supporting our research not only gives you deeper insights into your own role, it helps us keep this project alive for millions of others navigating the future of work, but don't worry, if you are not ready to support us, we provide enough free insights to get you started.

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.

9/21
Measure dimensions of completed products or workpieces to verify conformance to specifications.4.56

Inspecting workpieces for defects requires human judgment and precision, making it challenging for AI to fully automate.

Watch operating equipment to detect malfunctions.4.22Risk

Observing machine operation can be partially automated with sensors and AI, but human oversight is often needed for complex or irregular issues.

Review blueprints or other instructions to determine operational methods or sequences.4.33Risk

Reviewing blueprints and instructions can be automated with AI systems that interpret and plan operational methods.

Operate cutting equipment.4.2Risk

Operating cutting equipment can be automated with advanced control systems, though human oversight is often required for precision.

Mount materials or workpieces onto production equipment.4.37Risk

Positioning and securing materials involves physical tasks that can be partially automated, but human intervention is often needed for precision.

Set equipment controls to meet cutting specifications.4.33Risk

Setting equipment controls can be automated with AI systems that optimize settings based on specifications.

Replace worn equipment components.4.08

Changing machine accessories involves manual dexterity and judgment, making it challenging for AI to fully automate.

Notify others of equipment repair or maintenance needs.3.9

Notifying others of repair needs involves communication and judgment, which are challenging for AI to fully automate.

Adjust equipment controls to regulate flow of water, cleaning solutions, or other liquids.3.86Risk

Adjusting flow of liquids can be automated with AI systems that optimize flow based on production needs.

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.

7/14

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.

9/32

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.

9/48

Technology Used

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

4/7
Computer aided design CAD software
Electronic mail software
Enterprise resource planning ERP software
Spreadsheet software
Advanced AI Tools
Machine Learning Platforms
Predictive Analytics Software

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Expert Insights

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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 this role has a 56% 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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