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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

  • Prepare reports required by state and federal laws.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

  • Analyze market conditions to determine acreage allocations.

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • 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.

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

  • Hire, supervise, and train support workers.

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

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

Technologies & Software

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

Alternative Job Titles