Metal-Refining Furnace 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 operate or tend furnaces, such as gas, oil, coal, electric-arc or electric induction, open-hearth, or oxygen furnaces, to melt and refine metal before casting or to produce specified types of steel. 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.

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.

8/15
Collect samples of materials or products for testing.4.6Risk

Collecting samples for testing can be automated with robotic systems, reducing the need for human intervention.

Place materials into molds.4.37Risk

Placing materials into molds involves physical tasks that can be partially automated, but human oversight is needed for precision.

Record operational or production data.4.51Risk

Recording production data is highly automatable with digital systems that track and log data automatically.

Operate cranes, hoists, or other moving or lifting equipment.4.48Risk

Operating moving equipment can be automated with AI systems, but human oversight is needed for safety and precision.

Measure ingredients or substances to be used in production processes.4.54Risk

Measuring ingredients can be automated with digital scales and AI systems that ensure accuracy.

Adjust flow of electricity to tools or production equipment.4.62Risk

Adjusting electricity flow can be automated with AI systems that optimize energy use for production equipment.

Inspect production equipment.4.4Risk

Inspecting equipment involves both automated and manual processes, requiring human judgment for defect identification.

Adjust temperature controls of ovens or other heating equipment.4.49Risk

Adjusting temperature controls can be automated with AI systems that monitor and regulate heating equipment.

Advanced Problem AnalysisRisk
Strategic Decision ImplementationRisk
Complex System OptimizationRisk

Share to Access

As a thank we will give you free access to the full profile for 1 month.

Knowledge

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

9/19

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.

8/30

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.

9/50

Technology Used

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

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

Share to Access

As a thank we will give you free access to the full profile for 1 month.

Expert Insights

Add Your 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 this role 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.