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Automation Risk Analysis

Will “Beekeeper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Beekeeper” 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%

“Beekeeper” 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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

  • Hire, supervise, and train support workers.

  • Analyze market conditions to determine acreage allocations.

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

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

  • 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.

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

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

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

  • 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.

  • Evaluate marketing or sales alternatives for products.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles