Farmworkers, Farm, Ranch, and Aquacultural Animals

AI Risk Score37%Low Risk

The 37% 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 attend to live farm, ranch, open range or aquacultural animals that may include cattle, sheep, swine, goats, horses and other equines, poultry, rabbits, finfish, shellfish, and bees. attend to animals produced for animal products, such as meat, fur, skins, feathers, eggs, milk, and honey. duties may include feeding, watering, herding, grazing, milking, castrating, branding, de-beaking, weighing, catching, and loading animals. may maintain records on animals; examine animals to detect diseases and injuries; assist in birth deliveries; and administer medications, vaccinations, or insecticides as appropriate. may clean and maintain animal housing areas. includes workers who shear wool from sheep and collect eggs in hatcheries. Your job is considered Low 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.

9/19
Care for animals.4.45

Feeding and watering livestock can be partially automated, but monitoring requires human judgment.

Operate farming equipment.4.02Risk

Driving equipment can be automated with advancements in autonomous vehicles, though human oversight remains important.

Examine animals to detect illness, injury or other problems.4.29

Examining animals for illness requires sensory skills and judgment that are challenging for AI to replicate.

Treat animal injuries or illnesses.4.2

Providing medical treatment involves expertise and care that are difficult for AI to automate.

Prepare materials or solutions for animal or plant use.4.18Risk

Mixing feed and medicines can be automated with precision machinery, though human oversight ensures accuracy.

Maintain forestry, hunting, or agricultural equipment.4.02

Inspecting and repairing equipment involves technical skills and problem-solving that are not easily automated.

Transport animals, crops, or equipment.3.99Risk

Moving equipment and animals can be automated with machinery, though human oversight is needed for handling delicate items.

Clean equipment or facilities.3.8Risk

Cleaning can be partially automated with robotic cleaners, but human oversight is often necessary.

Mark agricultural or forestry products for identification.4.12

Marking livestock can be automated with tagging systems, but human skills are needed for careful handling.

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.

9/26

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.

9/29

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.

3/5
Data base user interface and query software
Spreadsheet software
Office suite 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?

Great news — your role is fairly safe for now, but it's smart to stay proactive. Choose your strategy below:

Recommended for Low Risk:

  • • Upskill: Focus on human-centric skills that AI can't easily replicate (creativity, emotional intelligence, strategic thinking)
  • • Use AI: Learn to leverage AI tools to enhance your productivity and stay ahead of the curve
  • • Stay Alert: Monitor changes in your field to maintain your competitive advantage

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 37% AI risk score, which is considered low risk. While some tasks in this role may be automated, the profession as a whole is for now, relatively safe 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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