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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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

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

  • Hire, supervise, and train support workers.

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

Technologies & Software

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

Alternative Job Titles