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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.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

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

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

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

  • Inform farmers or farm managers of crop progress.

  • Clean work areas, and maintain grounds and landscaping.

  • Harvest fruits and vegetables by hand.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Record information about plants and plant growth.

  • Set up and operate irrigation equipment.

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

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

  • Repair farm buildings, fences, and other structures.

  • Sell and deliver plants and flowers to customers.

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

  • Maintain inventory, ordering materials as required.

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

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

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

Technologies & Software

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

Alternative Job Titles