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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

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

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

  • 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.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

  • 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.

  • Analyze market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • 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.

  • Prepare reports required by state and federal laws.

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

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

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

Technologies & Software

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

Alternative Job Titles