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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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles