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Automation Risk Analysis

Will “Barn and Property Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Barn and Property 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%

“Barn and Property 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

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

  • 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 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.

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

  • 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.

  • Hire, supervise, and train support workers.

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

Technologies & Software

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

Alternative Job Titles