Agricultural Equipment Operators

AI Risk Score61%Mid Risk

The 61% 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 drive and control equipment to support agricultural activities such as tilling soil; planting, cultivating, and harvesting crops; feeding and herding livestock; or removing animal waste. may perform tasks such as crop baling or hay bucking. may operate stationary equipment to perform post-harvest tasks such as husking, shelling, threshing, and ginning. 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
Confer with managers to make operational decisions.4.05

Conferencing with managers involves human interaction and decision-making, which are challenging for AI to replicate.

Inspect equipment or facilities to determine condition or maintenance needs.4.31Risk

Detecting equipment malfunctions involves sensory perception and judgment, which can be partially automated but still requires human expertise.

Maintain forestry, hunting, or agricultural equipment.3.95Risk

Maintaining irrigation equipment involves technical skill and problem-solving, which are less automatable.

Prepare materials or solutions for animal or plant use.4.43Risk

Mixing materials and loading machinery is a routine task that can be largely automated with precise dispensing systems.

Maintain forestry, hunting, or agricultural equipment.4.16Risk

Maintaining equipment requires technical skill and problem-solving, which are less automatable.

Operate farming equipment.4.27Risk

Manipulating machinery controls can be automated with smart systems, but human oversight ensures proper operation.

Direct activities of agricultural, forestry, or fishery employees.4.18

Directing and monitoring work crews involves leadership and interpersonal skills, which are less automatable.

Load materials into equipment for processing.4.24Risk

Loading materials into equipment is a routine task that can be largely automated with conveyors and loaders.

Apply chemical solutions to plants to protect against disease or insects or to enhance growth.4.33Risk

Spraying solutions can be automated with drones and machinery, but human oversight ensures proper application and safety.

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.

9/20

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.

9/26

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.

9/47

Technology Used

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

3/5
Enterprise resource planning ERP software
Map creation software
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 61% 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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