Farmworkers and Laborers, Crop, Nursery, and Greenhouse
AI replacement rate
25%This role is currently tracked with 6 timeline items plus a profile-based replacement estimate.
This role involves significant physical labor and adaptability in varied environments, presenting substantial challenges for full AI/robotic replacement. While targeted automation and AI-powered assistance are emerging for specific tasks, the broad scope of duties and high physicality keep the overall replacement rate low.
Replacement trend
Aggregated from periodic refresh snapshots- 2026-04-2025%
Why this role is rated this way
Structural baseThe diverse and physically demanding nature of farm work, often conducted in unpredictable outdoor or semi-controlled environments, poses substantial challenges for current robotics in terms of dexterity, strength, and adaptability.
Farmworkers perform a variety of tasks from planting and weeding to intricate harvesting, pruning, and sorting, each requiring nuanced handling and real-time decision-making that is difficult for current AI and robotic systems to fully replicate.
Automation is gradually increasing for more repetitive and predictable tasks, especially in controlled greenhouse settings or for certain uniform crops, such as automated watering systems, precision planters, and some robotic harvesters.
While full replacement is limited, AI is increasingly used to assist farmworkers by providing insights into crop health, pest detection, yield prediction, and resource management, thereby enhancing efficiency rather than directly replacing the physical labor.
Timeline
Relevant news and cases, newest firstFarm Laborer, Farmer, Field Irrigation Worker, Gardener, Greenhouse Worker, Grower, Harvester, Nursery Worker, Orchard Worker, Picker · Record information about crops, such as pesticide use, yields, or costs.
Open originalRecord information about crops, such as pesticide use, yields, or costs.
Open originalData for NSI career cards comes from the following: Idaho Department of Labor, US Bureau of Labor Statistics, O*NET, MyNextMove, and Career OneStop
Open original45-2092.00 - Farmworkers and Laborers, Crop, Nursery, and Greenhouse by U.S.
Open originalView an Occupation Profile for Farmworkers and Laborers, Crop, Nursery, and Greenhouse. Find salaries, employment projections, typical training, job duties and more for any occupation.
Open original45-2092.00 - Farmworkers and Laborers, Crop, Nursery, and Greenhouse · 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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