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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

  • 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.

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

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

  • 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.

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

  • 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.

Technologies & Software

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

Alternative Job Titles