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Automation Risk Analysis

Will “Farm Assistant” be Automated?

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AI Exposure Risk

46%

“Farm Assistant” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Farm Assistant” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmworkers and Laborers, Crop, Nursery, and Greenhouse, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Manually plant, cultivate, and harvest vegetables, fruits, nuts, horticultural specialties, and field crops. Use hand tools, such as shovels, trowels, hoes, tampers, pruning hooks, shears, and knives. Duties may include tilling soil and applying fertilizers; transplanting, weeding, thinning, or pruning crops; applying pesticides; or cleaning, grading, sorting, packing, and loading harvested products. May construct trellises, repair fences and farm buildings, or participate in irrigation activities.

Avg. Annual Salary $37,850
Avg. Hourly Wage $18.20
Available Jobs (US) 261,690
Job Title & Hierarchy Code (SOC) Farmworkers and Laborers, Crop, Nursery, and Greenhouse #45-2092
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmworkers and Laborers, Crop, Nursery, and Greenhouse”

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Core Skills & Abilities

  • Dig, rake, and screen soil, filling cold frames and hot beds in preparation for planting.

  • Participate in the inspection, grading, sorting, storage, and post-harvest treatment of crops.

  • Record information about crops, such as pesticide use, yields, or costs.

  • Tie and bunch flowers, plants, shrubs, and trees, wrap their roots, and pack them into boxes to fill orders.

  • Plant, spray, weed, fertilize, water, and prune plants, shrubs, and trees, using gardening tools.

  • Record information about plants and plant growth.

  • Dig, cut, and transplant seedlings, cuttings, trees, and shrubs.

  • Harvest fruits and vegetables by hand.

  • Haul and spread topsoil, fertilizer, peat moss, and other materials to condition soil, using wheelbarrows or carts and shovels.

  • Provide information and advice to the public regarding the selection, purchase, and care of products.

  • Maintain and repair irrigation and climate control systems.

  • Regulate greenhouse conditions, and indoor and outdoor irrigation systems.

  • Harvest plants, and transplant or pot and label them.

  • Clean work areas, and maintain grounds and landscaping.

  • Repair and maintain farm vehicles, implements, and mechanical equipment.

  • Maintain inventory, ordering materials as required.

  • Identify plants, pests, and weeds to determine the selection and application of pesticides and fertilizers.

  • Repair farm buildings, fences, and other structures.

  • Sell and deliver plants and flowers to customers.

  • Inform farmers or farm managers of crop progress.

  • Inspect plants and bud ties to assess quality.

  • Move containerized shrubs, plants, and trees, using wheelbarrows or tractors.

  • Load agricultural products into trucks, and drive trucks to market or storage facilities.

  • Feel plants' leaves and note their coloring to detect the presence of insects or disease.

  • Set up and operate irrigation equipment.

  • Operate tractors, tractor-drawn machinery, and self-propelled machinery to plow, harrow and fertilize soil, or to plant, cultivate, spray and harvest crops.

  • Direct and monitor the work of casual and seasonal help during planting and harvesting.

Technologies & Software

  • Web browser software
  • Global positioning system GPS software
  • Taranis AI
  • Farm Works Software Trac
  • Microsoft Excel
  • John Deere AI
  • BCL Landview Systems WinCrop
  • Blue River Technology AI
  • IBM Lotus Notes
  • Microsoft PowerPoint
  • Climate FieldView
  • Microsoft Outlook
  • Microsoft Office software
  • Microsoft Word
  • Fertilizer injectors
  • Drip emitters
  • Wrecking bars
  • Pruning saws
  • Portable generators
  • Hatchets
  • Compass saws
  • Mattocks
  • Laptop computers
  • Hay rakes
  • Planting augers
  • Garden spading forks
  • Garden hand seeders
  • Crop planters
  • Desktop computers
  • Disk tillage equipment
  • Pole pruners
  • Pruning shears
  • Bow saws
  • Houseplant snips
  • Greenhouse ventilation systems
  • Trowels
  • Fertilizer spreaders
  • Carbon dioxide systems
  • Chain saw sharpeners
  • Tree planting bars
  • Hand trucks
  • Soil augers
  • Drum rollers
  • Oscillating sprinklers
  • Handheld calculators
  • Rotary mowers
  • Hand drills
  • Funnels
  • Open end wrenches
  • Threshers
  • Hoes
  • Slotted screwdrivers
  • Pressure washers
  • Loppers
  • Reel mowers
  • Tractor-trailers
  • Vertical mowers
  • Mole grips
  • Detasselers
  • Chain saws
  • Leaf rakes
  • Portable battery chargers
  • Tree scale sticks
  • Hanging spring scales
  • Air compressors
  • Seed tumblers
  • Humidifiers
  • Tractors
  • Tree calipers
  • Hand tallies
  • Corn pickers
  • Garden cultivators
  • Microtip snips
  • Grafting knives
  • Soybean harvesters
  • Seed dryers
  • Claw hammers
  • Indoor/outdoor thermometers
  • Anvil pruners
  • Floral snips
  • Battery booster cables
  • Phillips head screwdrivers
  • Paint application brushes
  • Soil moisture meters
  • Impulse sprinklers
  • Arborist saws
  • Hose-end sprayers
  • Post hole diggers
  • Pick axes
  • Soil cultivators
  • Rotary spreaders
  • Geodetic ground global positioning system GPS receivers
  • Greenhouse irrigation systems
  • Soil sampling tubes
  • Stake drivers
  • Multipurpose tractors
  • Grass shears
  • Pickup trucks
  • Step ladders
  • Square point shovels
  • Field watering systems
  • Screen separators
  • Bulb planters
  • Sledgehammers
  • Pruning knives
  • Humidity systems
  • Drop spreaders
  • Fruit pruners
  • Root pruning scissors
  • Paint application sprayers
  • Siphon proportioners
  • Utility knives
  • Straight screwdrivers
  • Hydromulchers
  • Putty knives
  • Bed rollers
  • Canister gas masks
  • Nail hammers
  • Wood chisels
  • Tree diameter tapes
  • Socket wrench sets
  • Tie tape machines
  • Digital levels
  • Soil thermometers
  • Hay balers
  • Tree feeding augers
  • String trimmers
  • Combine harvesters
  • Long arm pruners
  • Sand spreaders
  • Adjustable widemouth pliers
  • Increment borers
  • Garden spades
  • Pesticide sprayers
  • Dump trucks
  • Rose budding knives
  • Haybines
  • Fruit budding knives
  • Compressed air sprayers
  • Field forklifts
  • Thorn strippers
  • Power hedge trimmers
  • Rotary tillers
  • Respirators
  • Garden hoes
  • Spray suits
  • Dust masks
  • Knife sharpeners
  • Forklifts
  • Pipe trailers
  • Adjustable hand wrenches
  • Rubber mallets
  • Power saws
  • Digital calipers
  • Hook-and-blade pruners
  • Measuring tapes
  • All terrain vehicles ATV
  • Cargo trucks
  • Drafting compasses
  • Bench grafting knives
  • Budding knives
  • Seed drills
  • Garden dusters
  • Soil pH meters
  • Shovels
  • Power drills
  • Round point shovels
  • Plows
  • Hedge shears
  • Grease guns
  • Portable electric drills
  • Pruning sticks
  • Transplanting trowels
  • Tube cutters
  • Wheelbarrows
  • Staple guns
  • Battery power testers
  • Sharpening stones
  • Bed formers
  • Transplanters
  • Measuring rules
  • Grain trucks
  • Hacksaws
  • Feed conveyors
  • Allen wrenches
  • Handtrucks
  • Power blowers
  • Houseplant shears
  • Tree marking guns
  • Safety goggles
  • Measuring wheels
  • Mulch spreaders
  • Hand held sprayers
  • Garden bow rakes

Alternative Job Titles