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Automation Risk Analysis

Will “Crop, Grain, or Livestock Farm Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Crop, Grain, or Livestock Farm Manager” 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, Grain, or Livestock Farm Manager” 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.

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

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • 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.

  • Hire, supervise, and train support workers.

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

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

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

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

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

  • 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.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles