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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

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

  • Prepare reports required by state and federal laws.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

  • Hire, supervise, and train support workers.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles