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Automation Risk Analysis

Will “Grower” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Grower” will maybe 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

51%

“Grower” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 51% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmers, Ranchers, and Other Agricultural Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate the management or operation of farms, ranches, greenhouses, aquacultural operations, nurseries, timber tracts, or other agricultural establishments. May hire, train, and supervise farm workers or contract for services to carry out the day-to-day activities of the managed operation. May engage in or supervise planting, cultivating, harvesting, and financial and marketing activities.

Avg. Annual Salary $97,240
Avg. Hourly Wage $46.75
Available Jobs (US) 5,910
Job Title & Hierarchy Code (SOC) Farmers, Ranchers, and Other Agricultural Managers #11-9013
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmers, Ranchers, and Other Agricultural Managers”

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Core Skills & Abilities

  • Collect and record growth, production, and environmental data.

  • Provide information to customers on the care of trees, shrubs, flowers, plants, and lawns.

  • Evaluate marketing or sales alternatives for products.

  • Devise and participate in activities to improve fish hatching and growth rates, and to prevent disease in hatcheries.

  • Determine types or quantities of crops, plants, or livestock to be grown and raised, based on budgets, federal incentives, market conditions, executive directives, projected sales volumes, or soil conditions.

  • Monitor environments to ensure maintenance of optimum animal or plant life.

  • Obtain financing for and purchase necessary machinery, land, supplies, or livestock.

  • Coordinate clerical, record-keeping, inventory, requisitioning, and marketing activities.

  • Direct and monitor trapping and spawning of fish, egg incubation, and fry rearing, applying knowledge of management and fish culturing techniques.

  • Conduct or supervise stock examinations to identify diseases or parasites.

  • Position and regulate plant irrigation systems, and program environmental and irrigation control computers.

  • Monitor activities, such as irrigation, chemical application, harvesting, milking, breeding, and grading, to ensure adherence to safety regulations or standards.

  • Determine, administer, and execute policies relating to operations administration and standards, facility maintenance, and safety.

  • Analyze soil to determine types or quantities of fertilizer required for maximum crop production.

  • Determine how to allocate resources and to respond to unanticipated problems, such as insect infestation, drought, and fire.

  • Conduct inspections to determine crop maturity or condition or to detect disease or insect infestation.

  • Coordinate the selection and maintenance of brood stock.

  • Hire, supervise, and train support workers.

  • Negotiate with buyers for the sale, storage, or shipment of crops or livestock.

  • Manage nurseries that grow horticultural plants for sale to trade or retail customers, for display or exhibition, or for research.

  • Supervise the construction of farm or ranch structures, such as buildings, fences, drainage systems, wells, or roads.

  • Prepare reports required by state and federal laws.

  • Maintain financial, operational, production, or employment records for farms or ranches.

  • Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement.

  • Direct and monitor the transfer of mature fish to lakes, ponds, streams, or commercial tanks.

  • Inspect facilities and equipment for signs of disrepair, and perform necessary maintenance work.

  • Direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, and harvesting.

  • Replace chemical insecticides with environmentally friendly practices, such as adding pest-repelling plants to fields.

  • Analyze market conditions to determine acreage allocations.

  • Determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules.

Technologies & Software

  • Hatchery database systems
  • Geographic information system GIS systems
  • CDA International Manifold System
  • Custom Software Group CSG AgroSys
  • Countryside Data Ag Payroll
  • Payroll software
  • Microsoft Visio
  • EZ-Ranch
  • Gemini for Workspace
  • Fireflies.ai
  • Trimble AgGPS EZ-Map
  • Nova (Amazon)
  • Vertical Solutions Easy-Farm Accounting
  • i.Agri LandMark Farm
  • Microsoft Word
  • Ag Leader Technology SMS Advanced
  • Word processing software
  • Oracle NetSuite
  • Time reporting software
  • AquaSoft Farm Manager
  • SST Development Group SSToolbox
  • Midwest MicroSystems Cow Sense
  • Farm Files Crops
  • Notion AI
  • Email software
  • Perplexity AI
  • Claude (Anthropic)
  • Stenco Technologies Farm Trends
  • ESRI ArcPad
  • SAP software
  • DIVA-GIS
  • ZedX AgFleet
  • Statistical analysis software
  • Farm Business Software Systems Smart Feeder
  • AgriSoft/CMC AgriSoft/ERP
  • Lion Edge Technologies Ranch Manager
  • Fish stocking databases
  • Staff scheduling software
  • AgTerra Technologies AgTrac
  • Grok (xAI)
  • Delta Data Systems AGIS
  • TatukGIS Editor
  • Microsoft PowerPoint
  • John Deere Apex Farm Management
  • Microsoft Office software
  • DeepSeek
  • Argos Software ABECAS Insight
  • Innovative Software Solutions Picas
  • Alua Software Paddock Pro
  • AGCO Advanced Technology Solutions Fieldstar
  • Sanders Software Consulting FarmBooks
  • CattleWorks
  • Atlassian Confluence
  • Red Wing Software CenterPoint Accounting for Agriculture
  • PigCHAMP Care 3000
  • Advanced Veterinary Services Ranch Vision
  • Datatech The Farmer's Office
  • Trimble Farm Works
  • MapShots EASi Suite
  • TapLogic FarmLogic
  • Farm Files Livestock
  • Global Mapper Software Global Mapper
  • Microsoft Outlook
  • International Response Technologies CowChip - Ranch House
  • AgData Blue Skies Accounting
  • Napkin AI
  • Microsoft Excel
  • Mistral (Mistral AI)
  • Ag Connections Land.db
  • Microsoft Copilot
  • Specialized Data Systems Ultra Farm
  • Agevo Farm Manager
  • Kimi (Moonshot AI)
  • Geographic resources analysis support system GRASS
  • ProducePak Mobile Farm Management
  • MapInfo
  • Adobe Photoshop
  • Resource planning software
  • Facebook
  • Web browser software
  • Accutech Systems Corporation AccuFarm-MGR
  • SST Development Group Stratus
  • Otter.ai
  • Cattlesoft CattleMax
  • Sunrise Software CropSave
  • ChatGPT (OpenAI)
  • KELTEC Systems HerdMaster
  • Llama (Meta)
  • Qwen (Alibaba)
  • Global positioning system GPS software
  • Pear Technology Fieldman Farmer
  • Microsoft Access
  • Brihzon Solutions SMART Dairy Resource Planning
  • Gemini (Google)
  • Motion (AI Scheduler)
  • Adjustable hand wrenches
  • Soil mixers
  • Layout squares
  • Fish transfer pumps
  • Woodworking chisels
  • Powered trailers
  • Mowing equipment
  • Tanker trucks
  • Digital flowmeters
  • Tubing cutters
  • Fry nets
  • Portable welding equipment
  • Electric timing devices
  • Backhoes
  • Claw hammers
  • Humidity meters
  • Impact sprinklers
  • Hydroponic equipment
  • Adjustable widemouth pliers
  • Fish crowders
  • Propane torches
  • Trickle irrigators
  • Pneumatic cutters
  • Field cultivators
  • Temperature monitors
  • Portable power saws
  • Aquaculture tanks
  • Power monitors
  • Stereo light microscopes
  • Air compression equipment
  • Drainage pumps
  • Power augers
  • Fish counters
  • Materials conveyors
  • Fish holding pens
  • Aerosol foggers
  • Branding equipment
  • Carbon dioxide systems
  • Round metal files
  • Trenchers
  • Lawn mowers
  • Multipurpose tractors
  • Portable dataloggers
  • Multipurpose pliers
  • Desktop computers
  • Aeration pumps
  • Pipe wrenches
  • Backhoe attachments
  • Pneumatic pruners
  • Ozone generators
  • Cordless power drills
  • Composting equipment
  • Drip emitters
  • Handheld computers
  • pH probes
  • pH indicators
  • Ultraviolet light UV water disinfection systems
  • Steam sterilizers
  • Gas-powered generators
  • Power mowers
  • Egg gathering equipment
  • Grain drills
  • Animal vaccination syringes
  • Straight screwdrivers
  • Security alarm systems
  • Fish egg sorters
  • Skid steer machines
  • Artificial insemination kits
  • Utility knives
  • Screen filters
  • Handheld dissolved oxygen meters
  • Power nail guns
  • Animal transportation trailers
  • Fish graders
  • Water filters
  • Livestock castration equipment
  • Grain combines
  • Mist control systems
  • Line cutters
  • Fertigation equipment
  • Farm tractors
  • Water test kits
  • Spray attachments
  • Soil pasteurizers
  • Power nail pullers
  • Turbine water pumps
  • Tablet computers
  • Lawn edgers
  • Field watering systems
  • Hay mowing machines
  • Bar code readers
  • Fumigation equipment
  • Manure spreaders
  • Sport utility vehicles SUVs
  • Phillips screwdrivers
  • Fish feeders
  • Tongue and groove pliers
  • Fish traps
  • Clockwork belt feeders
  • Biological filters
  • Poultry incubators
  • Belt conveyor systems
  • Milking equipment
  • Radiant heaters
  • Animal blood collection syringes
  • Transplanting equipment
  • Dip nets
  • Hay trucks
  • Light evaluation meters
  • Chipping equipment
  • Four wheel drive 4WD trucks
  • Soil thermometers
  • Dump trucks
  • Grease guns
  • Mechanized tilling equipment
  • Fish incubators
  • Soil electrical conductivity measurement devices
  • Cage nets
  • Pop-up sprinklers
  • Humidifiers
  • Fish egg counters
  • Seine reels
  • Oil dispensing cans
  • Safety gloves
  • Farm trucks
  • Global positioning system GPS receivers
  • Bench scales
  • Hay balers
  • Chain saws
  • Mulch spreaders
  • Portable air compressors
  • Overhead sprinklers
  • Garden hoes
  • Grain dryers
  • Pruning tools
  • Handsaws
  • Water level monitors
  • Personal computers
  • Snowplow attachments
  • Utility forklifts
  • Chemical sprayers
  • Hacksaws
  • Corn pickers
  • Brush mowers
  • Gardening shovels
  • Fish collection nets
  • Grain scales
  • Extension ladders
  • Centrifugal water pumps
  • Circular saws
  • Animal feeders
  • Weedeaters
  • Forklifts
  • Extended pole pruners
  • Fertilizer injectors
  • Microsprinklers
  • Laptop computers
  • Dew point meters
  • Snow blowers

Alternative Job Titles