Farmworkers, Farm, Ranch, and Aquacultural Animals
AI replacement rate
55%This role is currently tracked with 10 timeline items plus a profile-based replacement estimate.
This role has a moderate potential for AI replacement, driven by the repetitive nature of many tasks, the increasing capability of agricultural robotics for physical labor, and AI for animal monitoring. However, human judgment remains crucial for unpredictable situations and complex animal care.
Replacement trend
Aggregated from periodic refresh snapshots- 2026-04-2055%
Why this role is rated this way
Structural baseMany daily tasks like feeding, cleaning, and moving materials are highly repetitive and physically demanding. These tasks are increasingly amenable to automation by agricultural robotics and AI-driven systems, which can perform them with efficiency and precision.
AI-powered sensors, cameras, and data analytics can continuously monitor animal health, behavior, and environmental conditions. This capability allows for early detection of issues, optimized feeding, and improved overall welfare, reducing the need for constant human vigilance in surveillance.
While interacting with animals is central to the role, it generally involves less complex human-to-human interaction or nuanced decision-making requiring high emotional intelligence. This characteristic makes parts of the role more susceptible to AI and robotic augmentation compared to roles heavily reliant on human social skills.
Tasks involving unexpected animal behavior, complex medical interventions, or highly variable environmental conditions still require human judgment, empathy, and fine motor skills. These unpredictable and nuanced aspects of animal care limit the extent of full automation and retain a critical human element in the role.
Timeline
Relevant news and cases, newest firstAttend 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.
Open originalAttend 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.
Open originalCalling all future farmworkers, farm, ranch, and aquacultural animals! Learn all about the education/skills required, salary expectations, and more to kick-start your career.
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Open originalMay maintain records on animals; ... clean and maintain animal housing areas. Includes workers who shear wool from sheep and collect eggs in hatcheries. Scroll down to see job openings and more information about Farmworkers, Farm, Ranch, and Aquacultural Animals....
Open original45-2093.00 - Farmworkers, Farm, Ranch, and Aquacultural Animals · The job/industry classification and description includes general information on the position from ONET/OES and the North American Industry Classification System. Please review Job Duties and Job Order for more information.
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