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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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

  • Prepare reports required by state and federal laws.

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Hire, supervise, and train support workers.

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

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

  • 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.

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

  • 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.

  • 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.

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles