Food Cooking Machine Operators and Tenders

AI Risk Score57%Mid Risk

The 57% 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 operate or tend cooking equipment, such as steam cooking vats, deep fry cookers, pressure cookers, kettles, and boilers, to prepare food products. 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.

9/17
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Record operational or production data.4.45Risk

Recording production and test data is a straightforward task that can be easily automated with digital sensors and data logging systems, posing a high risk of automation.

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Notify others of equipment repair or maintenance needs.4.27

Notifying others of equipment repair needs involves interpersonal communication and judgment, which are less automatable by AI.

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Collect samples of materials or products for testing.4.35Risk

Collecting samples for testing can be automated with robotic systems and sensors, making it highly automatable.

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Adjust equipment controls to regulate flow of production materials or products.4.56Risk

Adjusting equipment controls is a task that can be automated with modern control systems, posing a high risk of automation.

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Review blueprints or other instructions to determine operational methods or sequences.4.61Risk

Reviewing blueprints and instructions requires comprehension and decision-making, which are less likely to be fully automated, though some aspects can be.

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Sterilize food cooking or processing equipment.4.65Risk

Sterilizing equipment can be automated with specialized cleaning systems, posing a high risk of automation.

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Operate pumping systems or equipment.4.41Risk

Operating pumping systems can be automated with advanced control systems, though human oversight may still be necessary for complex operations.

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Operate cooking, baking, or other food preparation equipment.4.48Risk

Operating cooking equipment involves human oversight and decision-making, which are less likely to be fully automated, though some aspects can be.

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Measure ingredients or substances to be used in production processes.4.52Risk

Measuring or weighing ingredients can be automated with digital scales and measuring systems, making it highly automatable.

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Advanced Problem AnalysisRisk
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Strategic Decision ImplementationRisk
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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.

9/23

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.

9/43

Technology Used

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

1/1
•Data base user interface and query 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 57% 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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