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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

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

  • Repair farm buildings, fences, and other structures.

  • Harvest fruits and vegetables by hand.

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

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

  • Maintain inventory, ordering materials as required.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles