Farmworkers, Farm, Ranch, and Aquacultural Animals
Attend to live farm, ranch, or aquacultural animals that may include cattle, sheep, swine, goats, horses and other equines, poultry, 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, 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.
How AI Impacts Each Task
22 tasks analyzed
Feed and water livestock and monitor food and water supplies.
Drive trucks, tractors, and other equipment to distribute feed to animals.
Examine animals to detect illness, injury, or disease, and to check physical characteristics, such as rate of weight gain.
Shift animals between grazing areas to ensure that they have sufficient access to food.
Provide medical treatment, such as administering medications and vaccinations, or arrange for veterinarians to provide more extensive treatment.
Order food for animals, and arrange for its delivery.
Perform duties related to livestock reproduction, such as breeding animals within appropriate timeframes, performing artificial inseminations, and helping with animal births.
Mix feed, additives, and medicines in prescribed portions.
Inspect, maintain, and repair equipment, machinery, buildings, pens, yards, and fences.
Move equipment, poultry, or livestock from one location to another, manually or using trucks or carts.
Milk animals such as cows and goats, by hand or using milking machines.
Segregate animals according to weight, age, color, and physical condition.
Patrol grazing lands on horseback or using all-terrain vehicles.
Maintain growth, feeding, production, and cost records.
Clean stalls, pens, and equipment, using disinfectant solutions, brushes, shovels, water hoses, or pumps.
Mark livestock to identify ownership and grade, using brands, tags, paint, or tattoos.
Herd livestock to pastures for grazing or to scales, trucks, or other enclosures.
Groom, clip, trim, or castrate animals, dock ears and tails, or shear coats to collect hair.
Spray livestock with disinfectants and insecticides, or dip or bathe animals.
Collect, inspect, and place eggs in incubators, operate machines for egg washing, candling, and grading, and pack eggs in cartons.
Protect herds from predators, using trained dogs.
Trim and shear poultry beaks, toes, and wings using debeaking machines, heated hand shears, or hot wires.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Feed and water livestock and monitor food and water supplies. | 70Estimated | 61.0% | 13% | |
| Drive trucks, tractors, and other equipment to distribute feed to animals. | 70Estimated | 61.0% | 8% | |
| Examine animals to detect illness, injury, or disease, and to check physical characteristics, such as rate of weight gain. | 60Estimated | 51.0% | 5% | |
| Shift animals between grazing areas to ensure that they have sufficient access to food. | 25Estimated | 19.0% | 5% | |
| Provide medical treatment, such as administering medications and vaccinations, or arrange for veterinarians to provide more extensive treatment. | 5Estimated | 11.0% | 4% | |
| Order food for animals, and arrange for its delivery. | 92Estimated | 86.0% | 2% | |
| Perform duties related to livestock reproduction, such as breeding animals within appropriate timeframes, performing artificial inseminations, and helping with animal births. | 5Estimated | 11.0% | 3% | |
| Mix feed, additives, and medicines in prescribed portions. | 65Estimated | 59.0% | 4% | |
| Inspect, maintain, and repair equipment, machinery, buildings, pens, yards, and fences. | 5Estimated | 11.0% | 8% | |
| Move equipment, poultry, or livestock from one location to another, manually or using trucks or carts. | 45Estimated | 51.0% | 5% | |
| Milk animals such as cows and goats, by hand or using milking machines. | 85Estimated | 67.0% | 5% | |
| Segregate animals according to weight, age, color, and physical condition. | 75Estimated | 63.0% | 3% | |
| Patrol grazing lands on horseback or using all-terrain vehicles. | 25Estimated | 19.0% | 4% | |
| Maintain growth, feeding, production, and cost records. | 92Estimated | 86.0% | 3% | |
| Clean stalls, pens, and equipment, using disinfectant solutions, brushes, shovels, water hoses, or pumps. | 70Estimated | 61.0% | 10% | |
| Mark livestock to identify ownership and grade, using brands, tags, paint, or tattoos. | 40Estimated | 49.0% | 3% | |
| Herd livestock to pastures for grazing or to scales, trucks, or other enclosures. | 20Estimated | 17.0% | 4% | |
| Groom, clip, trim, or castrate animals, dock ears and tails, or shear coats to collect hair. | 5Estimated | 11.0% | 3% | |
| Spray livestock with disinfectants and insecticides, or dip or bathe animals. | 50Estimated | 53.0% | 2% | |
| Collect, inspect, and place eggs in incubators, operate machines for egg washing, candling, and grading, and pack eggs in cartons. | 85Estimated | 67.0% | 2% | |
| Protect herds from predators, using trained dogs. | 10Estimated | 13.0% | 2% | |
| Trim and shear poultry beaks, toes, and wings using debeaking machines, heated hand shears, or hot wires. | 45Estimated | 51.0% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
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Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
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Prior Experience Needed
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Training Provided After Hiring
How long it typically takes to learn on the job
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USDA Launches AI Testing Network to Automate Agriculture
A new federal initiative will test AI-driven agricultural technologies aimed at cutting costs and boosting efficiency. This signals a government-backed push toward farm automation that could significantly reduce the need for manual agricultural labor.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis