Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

AI Risk Score59%Mid Risk

The 59% 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 machines to crush, grind, or polish materials, such as coal, glass, grain, stone, food, or rubber. 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.

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.

Share your risk score
Checking unlock status...

Jump to Section

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
Read work orders or other instructions to determine product specifications or materials requirements.3.54Risk

Reading work orders is a task that can be automated with digital systems, reducing the need for human intervention.

Monitor equipment operation to ensure proper functioning.4.35Risk

Monitoring equipment operation can be automated with sensors, but human oversight is necessary for interpreting data and making decisions.

Operate grinding equipment.4.05Risk

Operating grinding equipment is a repetitive task that can be automated, especially in industrial settings.

Record operational or production data.3.77Risk

Recording data is a task that can be easily automated with software, reducing the need for human intervention.

Test chemical or physical characteristics of materials or products.3.64Risk

Examining materials requires human judgment and sensory evaluation, which are challenging for AI to replicate.

Measure dimensions of completed products or workpieces to verify conformance to specifications.4.03Risk

Measuring dimensions is a task that can be automated with precision equipment, reducing the need for human intervention.

Maintain production or processing equipment.4.12Risk

Maintaining equipment requires human expertise and problem-solving, making it less automatable.

Notify others of equipment repair or maintenance needs.4.04

Notifying supervisors involves human communication and judgment, which are challenging for AI to replicate.

Operate grinding equipment.3.61Risk

Setting mill gauges is a repetitive task that can be automated, especially in industrial settings.

Advanced Problem AnalysisRisk
Strategic Decision ImplementationRisk
Complex System OptimizationRisk

Support Our Research

As a thank you, we'll unlock this full job profile and keep you updated on trends and changes for your job.Less than half the cost of a cup of coffee per month.

Knowledge

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

8/16

Administration and Management

3.45Risk

Administration and Management involve repetitive, data-driven tasks (e.g., scheduling, reporting, workflow automation) that AI can handle efficiently, while strategic decision-making remains partially human-centric.

Administrative

2.65Risk

Administrative tasks involve repetitive, rule-based processes that AI can automate efficiently with RPA and NLP.

Economics and Accounting

2.33Risk

Economics and Accounting involve repetitive data analysis, forecasting, and bookkeeping tasks that AI can automate efficiently, though some judgment-based aspects may require human oversight.

Sales and Marketing

2.04Risk

Sales and Marketing involve repetitive tasks (e.g., data analysis, email automation) that AI can handle, but require human judgment for relationship-building, creative strategy, and complex negotiations.

Customer and Personal Service

2.5Risk

This domain includes both routine customer service tasks (automatable) and personal interaction needs (less automatable), with AI likely to handle 60% of potential automation in the next five years.

Personnel and Human Resources

2.34Risk

Personnel and Human Resources involves repetitive tasks like payroll, scheduling, and resume screening that AI can automate efficiently, with growing capabilities in data analysis and process optimization.

Production and Processing

3.4Risk

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

Food Production

2.11Risk

Food Production involves repetitive tasks like harvesting, sorting, and packaging, which AI can automate with robotics and computer vision, though complex decision-making in agriculture remains partially human-dependent.

Advanced Analytics

Risk

Machine Learning

Risk

Predictive Modeling

Risk

Support Our Research

As a thank you, we'll unlock this full job profile and keep you updated on trends and changes for your job.Less than half the cost of a cup of coffee per month.

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.

9/28

Reading Comprehension

3

Active Listening

3

Writing

2.88

Speaking

3

Mathematics

2.38

Critical Thinking

2.88

Active Learning

2.75

Learning Strategies

2.5

Monitoring

3.12

Advanced Problem Solving

Collapsed
Strategic Decision Making
Risk
Complex Analysis
Risk
Critical Thinking
Risk

Support Our Research

As a thank you, we'll unlock this full job profile and keep you updated on trends and changes for your job.Less than half the cost of a cup of coffee per month.

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.

9/46

Oral Comprehension

3Risk

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

3Risk

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

3Risk

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

2.62Risk

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

2.88Risk

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

Category Flexibility

3Risk

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

Support Our Research

As a thank you, we'll unlock this full job profile and keep you updated on trends and changes for your job.Less than half the cost of a cup of coffee per month.

Technology Used

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

3/5
Electronic mail software
Spreadsheet software
Office suite software
Advanced AI Tools
Machine Learning Platforms
Predictive Analytics Software

Support Our Research

As a thank you, we'll unlock this full job profile and keep you updated on trends and changes for your job.Less than half the cost of a cup of coffee per month.

Expert Insights

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

Loading expert insights...

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 Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders has a 59% 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.

Want more detailed insights about your AI risk?

Get personalized recommendations, detailed task analysis, and ongoing AI risk monitoring with our premium insights.

Unlock Premium Insights

Will You Let AI Replace You?

Stay ahead of AI changes in your field. Get personalized updates about its impact on your career.

Secure
Private
Premium

Join our community to receive curated insights about AI's impact on your role and industry.

Share with friends and family

Help your family, friends, and followers stay ahead of their AI risk. Share this page.