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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

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

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

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

  • 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.

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

  • 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.

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

  • 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.

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Evaluate marketing or sales alternatives for products.

  • Prepare reports required by state and federal laws.

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

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

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

Technologies & Software

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

Alternative Job Titles