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Automation Risk Analysis

Will “Beef Farm Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Beef Farm Operator” 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%

“Beef Farm Operator” 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.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

  • Prepare reports required by state and federal laws.

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

Technologies & Software

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

Alternative Job Titles