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Automation Risk Analysis

Will “Crop or Livestock Tenant Farmer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Crop or Livestock Tenant Farmer” 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%

“Crop or Livestock Tenant Farmer” 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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

Technologies & Software

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

Alternative Job Titles